There are, generally speaking, three forms of AI: weak AI, strong AI, and superintelligence.
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What we need is the AI community to research and design "guardian AI" — a second-order AI software that will police AI. That is, use AI to check AI in both senses of the term: To verify claims and keep it in line.
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Perhaps we should call this "Cargo Cult AI" or "Potemkin AI" or "Wizard-of-Oz AI".
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Crudely put, however, there are two branches of AI: soft AI and hard AI. Soft AI startups have mushroomed to at least a few hundred, if not more.
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Companies investing in AI research are also of course investing in their own AI research departments, given the ongoing AI skills shortage and fierce industry competition for AI expertise.
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AI raise $102 million, Microsoft Ventures start its own AI fund and Toyota corral $100 million for AI investment.
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To encourage those entities to add AI capabilities, the company also announced a new AI engine for building connectors to advanced AI tools from Amazon, Google, IBM and other AI platforms.
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Every single software developer will have to learn AI. Every single company will use AI. AI is the automation of automation.
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AI, Starbutter AI, Foxsy, Crystal, FitWell, push, mia, and Unicef.
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BenevolentAI is an AI company where AI actually means something.
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Baidu's AI speakers run on an AI platform called DuerOS.
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And nowhere is that more important than with AI. Nadella said on Monday that companies need "privacy-preserving AI, or private AI."
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The other big selling point for the handset is, naturally, AI. That's AI in the LG V30S ThinQ sense of AI, mind.
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There are two basic types of AI: strong AI, and applied or "weak" AI (technically, cognitive simulation, or "CS," is another type of AI, but we'll be focusing on these first two for now).
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"We are the ones that woke up the AI world here again," Rometty said, stressing the distinction between AI that consumers see and use and IBM's AI area of expertise, business-oriented AI programs.
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Alex and team will take guidance on all AI-related areas from Harry Shum and work very closely with AI + Research (AI+R).
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Bicycle AI – Automated AI customer support Bicycle is a full-stack customer support service that uses AI to answer customer questions 24/7.
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For an AI-dependent app, the AI has to actually ... work.
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AI team, many of whom came from Stanford's prestigious AI Lab.
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Microsoft's AI platform, Azure AI, is at the center of it.
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JM: Yeah, AI—I hate the word AI called artificial intelligence.
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It's a problem for AI to figure out how AI works.
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No, they like working on AI. Working on AI is fun.
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They include Google's head of AI, Jeff Dean; Facebook's head of AI research, Yann LeCun, and one of the "godfathers of AI," Geoffrey Hinton.
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"Besides publishing its own work, the Google AI China Center will also support the AI research community by funding and sponsoring AI conferences and workshops, and working closely with the vibrant Chinese AI research community," Li added.
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And I'm not alone in this pursuit of building transparent, ethical AI thanks to initiatives like the U.K. Parliament's Select Committee on AI, NYU's AI Now Institute and the MIT Media Lab's AI ethics and governance initiative.
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Although China accounted for just 10% of global AI deals in 2017, Chinese AI startups nabbed 48% of all AI funding dollars that year, exceeding the funding taken by US AI firms funding for the first time.
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The challenges for AI — and especially conversational AI — go beyond that, though.
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The step beyond that involves AI algorithms developing even better AI algorithms.
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An AI bot's gotta do what an AI bot's gotta do, right?
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AI. It's not even entirely clear what Zuckerberg means by "AI" here.
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And then after AI … investors started to think, is AI a bubble?
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AI Startups that Enable AI with Daniela Braga (DefinedCrowd), Ali Farhadi (Xnor.
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AI and AI-like systems are slowly being introduced into our arsenal.
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AI experts told Recode that the AI guidelines are a starting point.
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That's a different sort of AI. This is AI with a purpose.
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"AI is clearly moving toward lighter models and greener AI," he says.
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These jobs may not benefit directly from creativity-boosting AI. Go deeper: Inside the quiet AI revolution (Axios) Goldberg's report, AI & The Future of Work
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I'm not surprised that Carnegie Mellon (no AI slouch, having introduced an undergraduate AI program last year) reacted very positively to the American AI Initiative.
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Superb AI has built an AI that assists in the labeling process to speed it up 10X, and creates its own in-house AI algorithms.
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Although AI itself can be used to make AI systems more robust, thereby aiding the cyberwar defense, AI can clearly aid the offense as well.
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"AI is often abstract, so this will help show what AI can do, as a response to a lot of fears around AI," he said.
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Those concerns include how AI can enable authoritarian states, how AI algorithms produce disparate outcomes, whether to work on military applications of AI, and more.
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"The frameworks presently governing AI are not capable of ensuring accountability," a review of AI ethical governance by the AI Now Institute concluded in November.
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There are other companies, including ai4gi, Olympus and Shanghai Wision AI, that are also working on AI-based endoscopy technology, but Tada says AI Medical Service does not see them as competitors because it focuses specifically on AI detection of gastric cancer, whereas ai4gi and Wision AI are developing software for colonscopies.
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" Whittaker, who helped found New York University's AI Now Institute — which produces research about ethics concerns around artificial intelligence (AI) technology — said Google has told her she must "abandon [her] work on AI ethics and the AI Now Institute.
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Element AI raises $151M on a $600-700M valuation to help companies build and run AI solutions Element AI has built an artificial intelligence systems integrator of sorts, designed to help other companies develop and implement AI solutions. 5.
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"If you choose to go down the AI path, you need to make sure you have more safe AI research than rogue AI research," says Avin.
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AI/machine learning was the great hope, especially the distant dream of a machine-learning feedback loop, AI improving AI at an exponential pace for decades.
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So these AI challenges at the overlap of character AI and functional AI, nobody's ever done these sort of things before in a mass-market form.
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Putting AI to Work It's true that AI will replace some human jobs.
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AI expert Kate Crawford of Microsoft Research called it "AI phrenology" on Twitter.
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Now we're funding AI research with no budget in sight for AI safety.
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AI will impact jobs only as quickly as AI-powered business software evolves.
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Should there be an open AI so we all have those AI structures?
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Improvements of the AI part tend to make the non-AI part unnecessary.
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"The car is becoming the hub for AI." AI chipmaker Gyrfalcon Technologies, Inc.
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Sadly, as long as AI succeeds, Fake AI will flop along behind it.
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It's just Microsoft AI. And then what did you think of Microsoft AI?
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In addition, the MIT-IBM AI Lab will investigate existing and new AI algorithms and focus on how AI can help cybersecurity and healthcare, though Gil told me they will look at professional use of AI in other industries, as well.
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Second is getting both the AI creators and AI users to think hard about such guardrails even before attempting to build new technologies embedded with AI. We can move forward using AI to improve our lives while also providing adequate safeguards.
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According to the AI Now Institute's 63 report Discriminating Systems: Gender, Race, and Power in AI: Recent studies found only 26 percent of authors at leading AI conferences are women and more than 230 percent of AI professors are men.
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Super AI. Actually, what we're looking for is applied AI. It's great that you've got a company that does AI. We want to see actual material changes, either to a customer or to an experience, because of AI. KS: I agree.
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At that time, they don't really have AI, or they have AI, but they don't really do practical AI things added in to the autonomous driving field.
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Companies considering AI should conduct internal reviews to understand where AI can be applied and how many people need training in order to implement AI-driven services.
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Qualcomm says the 8553's four-generation multi-core AI Engine offers up to three times the AI performance compared to the AI Engine on the 845.
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Related: 3,500 Salvaged Life Jackets Storm Denmark for Ai Weiwei's Latest Here's How Ai Weiwei Is Fighting Lego's "Censorship" Ai Weiwei on the Perils of Nuclear Power
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In that sense, Dyer argues that breaking down immigration barriers for AI researchers will help diversify the AI talent pool and, ultimately, make AI better for everyone.
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"At the AI Foundation, we are driven by the idea that AI has incredible potential to benefit humanity," said Dr. Lars Buttler, CEO of The AI Foundation.
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"Unlike grilling burgers, AI is a complicated technology, and it would be best if an expert in AI were the one giving opinions about AI," Versace says.
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That's a problem for AI. If AI is going to be used to fake people out, how do you devise countermeasures to faking people out with AI?
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Leveraging their AI know-how, they were paid $700 per hour by a consulting firm to teach financial "experts" about AI. Mehrotra, according to Vasavada, is a mathematical prodigy: "And that translates extremely well to AI, right, because what underlies AI is math," Vasavada, co-founder and chief executive officer of Vise AI, tells TechCrunch.
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The holy grail of AI research was established before AI research ever even began.
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If you're one of the AI entrepreneurs out there: what are your AI moats?
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AI: It wouldn't be a new camera without some mention of AI-assisted photography.
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With AI, especially autonomous AI, founders have the ability to change those models dramatically.
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AI Grant issues no-strings-attached grants to people passionate about interesting AI problems.
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I think of her as the conscience of AI. Most AI researchers are nerdy.
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"Not all bots have AI, and not all AI is a bot," says Brown.
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Acumos AI is a platform for developing, discovering and sharing AI models and workflows.
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Finally, AI will need so-called "sustainers" — making sure the AI systems run correctly.
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They also announced AI for Earth and AI for Humanitarian Action the same year.
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In 2017, more money was invested in Chinese AI startups than American AI startups.
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He is also chairman of AI Global, a nonprofit that encourages responsible AI design.
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The country with the most important AI, most powerful AI will determine the rules.
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Lower federal investment in AI research means lower U.S. AI investment across the board.
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But researchers there are active contributors to both AI safety and AI capabilities research.
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The AIDPA will require covered entities (see below) to employ a "chief AI officer," who, among other things, is responsible for monitoring AI within the workplace, creating company-wide plans for AI-impacted employment, implementing the AIDPA regulations, enacting company-wide safeguards that monitor for and respond to malicious AI activity and accounting for AI-created IP. The AIDPA will also establish a governing body (the "AI Board"), staffed with industry, technical, ethical and legal experts, designed to bring specialized expertise and consistency to regulating AI in industry, encourage industry participation, promulgate safety and ethical regulations and adjudicate AI-related IP disputes.
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He also sells AI. All the self-driving technology in his Tesla all-electric cars have AI and future Teslas could us AI to teach themselves to drive.
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Ultimately, we'll have to define our relationship with AI, and find the thin, blurry line that separates weak AI from strong AI, if the latter is even possible.
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The first AI knows almost nothing about how people look, and the second AI knows almost nothing about how to tell AI-generated pictures apart from real ones.
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" That 42 countries have reached an agreement on standards for trustworthy AI is a powerful counter-narrative to prevailing notions of an "AI duopoly" and "AI cold war.
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Finding the Goldilocks zone for applied AI If AI innovation runs on data, the new European Union's General Data Protection Regulations (GDPR) seem poised to freeze AI advancement.
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In the short-term, it's important that AI creators, businesses and consumers already employing AI educate people about the real world applications of AI and how to best secure the data AI pulls from to learn new tasks and respond to human inquiries.
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To help guide AI development, the team will focus on three areas: Tools for AI engineers and researchers, how they can build tools to help people working in verticals like healthcare, farming and music effectively apply AI, and the inclusivity of AI systems.
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In 2016, Bloomberg profiled the overworked employees who impersonated AI chatbots and personal assistants, delivering services disguised as AI. Reality check: Some AI experts, like Berkeley's Michael Jordan and Gary Marcus of NYU, argue that many overestimate what AI is currently capable of.
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The results: Our headline: Uncovering secret government AI Primer's headline: AI and surveillance My thoughts: Way too generic Our headline: The AI acquisitions war Primer's headline: The AI companies since 2010, carving out another front in the nonstop war My thoughts: Nope, missed the mark Our headline: The AI sharecroppers Primer's headline: The new "sharecroppers" My thoughts: Nailed it!
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"Besides publishing its own work, the Google AI China Center will also support the AI research community by funding and sponsoring AI conferences and workshops, and working closely with the vibrant Chinese AI research community," writes Li. Most importantly, the lab should attract local AI talent who might not otherwise have the opportunity to work for Google.
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The American AI initiative directs federal agencies to take five important steps to increase U.S. leadership in AI: prioritize AI in their R&D missions; make resources critical to AI development, including data and computing resources, available to researchers and industry; establish guidance and standards for AI in various sectors; prioritize worker training programs to help American workers develop skills necessary to work with AI; and the administration commits to ensuring that international markets are open and competitive, as well as conducive to AI R&D.
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Advancement of AI technology relies on both recognizing the distinction between AI and VI, and understanding the ways that AI will be integrated into the lives of its users.
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I couldn't tell the difference between an AI not being as smart as it could be and an AI being way smarter than I've seen an AI be before.
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AI tuning AI has another potential benefit – improving the learning curve for AI systems so that the volume of data required to produce meaningful results is also cut down.
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With Passage AI, ServiceNow gets a bushel of AI talent, which in itself has value, but it also gets AI technology, which should fit in nicely with ServiceNow's mission.
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Results like these are thrilling — and they're also a reminder that our achievements in AI are blazing ahead perhaps faster than our understanding of AI policy and AI safety.
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So instead of treating AI as a monolithic entity, we foresee AI software designed by multiple different parties, where one AI can be utilized to check and counterbalance others.
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The AI Now Institute is one such organization researching the social implications of AI technology.
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The AI gold rush started in 2014 with a flurry of deals into AI companies.
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Not all computational photography involves AI, but AI is certainly a major component of it.
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Two Chinese AI giants, Megvii and Baidu, are behind the AI and temperature-scanning developments.
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Other AI labs have built similar worlds where AI agents can learn on their own.
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THAT HAS BEEN AN AI RELATIONSHIP, AN AI ALLIANCE WITH US THAT'S BEEN REALLY IMPORTANT.
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AI Scry uses a well-know neural network AI Scry isn't an entirely new concept.
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AI Perfect Dashboard: An AI-powered online marketplace for connecting SaaS products to small businesses.
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It's all about keeping an edge in AI ... by adding more AI to the edge.
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AI safety researchers emphasize that we shouldn't assume AI systems will be benevolent by default.
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"This is super speculative, but I think it might be an AI tool to help generate AI training data sets or something else that will accelerate the development of AI models and products," Malika Cantor, partner at AI investment firm Comet Labs told me.
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There's a distinction, which is probably familiar to a lot of your readers, between generalized AI and specialized AI. In science fiction, what you hear about is generalized AI, right?
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Go deeper: A power shift in AI funding may hobble the U.S. A feud between academia and industry over top AI researchers Canadian AI summer school shows its global ambition
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Incorporating AI into sectors like policing was predicted to to help us avoid prejudice, but even as AI plays an increasingly important role in daily tasks, bias among AI exists.
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Now, AI systems powerful enough to raise ethical questions are already here, and it's no longer clear how distant general AI — AI that surpasses human capabilities across many domains — is.
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He was behind the May AI summit, and expounded on coming actions on AI in December.
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Executives started talking more about AI and the company added AI features directly into its silicon.
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I wanna get back to AI and the bigger question of where AI fits into it.
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The challenge with AI — and put aside Terminators and generalization where everything thinks or AI thinks.
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"I would certainly feel more secure with dumb AI than with super smart AI," he jokes.
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The embedded AI can go frozen in time leading to the creation of an AI junkyard.
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The challenge of robotics and AI for robotics isn't so much the AI — that's actually easy.
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But exactly this non-AI part is oftentimes the real value proposition of AI-driven companies.
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"AI is entirely about memory and forgetting," says Dileep George, founder of the AI company Vicarious.
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Kai-Fu Lee, AI researcher turned VC Fei-Fei Li, AI researcher and activist October 123.
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We don't have to worry about some evil dictator AI because we are the AI collectively.
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Tuesday: AI startups will be exhibiting in the AI Pavilion just south of the Showcase stage.
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U.S. AI experts say there is still time for the federal government to back AI investments.
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The first theme for us is practical AI bots, and conversational AI is a starting point.
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Organizations like New York University's AI Now Institute are examining the ways AI impacts essential liberties.
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Core is about advancing basic AI research, which is a function of many corporate AI groups.
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The rise of AI-assisted "deepfakes" has led to a concomitant rise of AI deepfake-hunters.
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" Cuban on the affect AI will have on jobs: "AI is going to lead to disruption.
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" On how to come out ahead: "Understand what AI is [...] AI is going to be everywhere.
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While AI systems catch things that doctors miss, doctors also catch things that AI systems miss.
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" In 2012, Mr. Ai was the subject of the Hirshhorn's retrospective "Ai Weiwei: According to What?
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AI for social goodXIX is a rare example of a startup deploying AI for social causes.
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Go deeper: Microsoft out-savvies Google on AI ethics A tug-of-war over biased AI
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You all have an AI Now Institute, so you must like AI. Talk about the benefits.
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"These kinds of real-time strategy games are really interesting as a benchmark task for modern AI research," Jie Tang, an AI engineer at major AI research organization OpenAI, told me.
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"The AI should pay attention, maybe the AI notices you're a little aggravated and probably should pull over," Nvidia CEO Jen-Hsun Huang Those capabilities, modern AI networks can absolutely do.
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What's happening: Explainable AI, also sometimes called transparent AI, has become a top priority for nearly all the big companies in the AI field, including Microsoft, Google, Intel, IBM and Oracle.
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For many AI experts, much of what's being sold as AI erotic devices doesn't truly count as AI. "You don't need AI to respond to voice commands," Annalee Newitz, author of the novel Autonomous and co-host of the podcast Our Opinions Are Correct, told me.
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You have AI that picks the next song to play you, AI that dynamically manages the legs of a robot, AI that picks out objects from an image and describes them, AI that translates from German to English to Russian to Korean and every which way.
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The AIDPA will allow, under certain circumstances, for IP to be owned by the AI which created it (and in certain circumstances the entity or individual who "owns" the AI machine) in the context of addressing and defining IP rights for non-human created works, set the parameters for human ownership of AI-created IP and, as noted above, determine what AI is off-limits and when AI ownership and even the AI itself must be restrained or terminated.
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China's state-run press agency has created an 'AI anchor' to read the news China's state-run news agency, Xinhua, says it's using AI to create "virtual AI anchors" for its newscasts.
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The AI Index also broke down AI research focus by region and found that while the U.S. is focused on humanities and healthcare, China is aiming its AI at the agricultural sciences.
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"The world's most prominent AI companies focus on gathering the data on which to train AI and the human capital to support and execute AI operations," said Schmidt in his written testimony.
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All of this is amplified by China's enormous market size, which generates the treasure trove of data that fuels AI (AI is usually more improved by more data than better AI engineers).
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It's not clear how accurate DT's Anti-AI AI is, but since the AI model (and the entire system) was apparently hacked together in a couple days, it's probably not very good.
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Major tech companies have actively reoriented themselves around AI and machine learning: Google is now "AI-first," Uber has ML running through its veins and internal AI research labs keep popping up.
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It designs "Children AI" — an AI that then creates other AI. And terms of its performance, it outperforms basically every other human-made algorithm that's designed to do the exact same thing.
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ServiceNow acquires conversational AI startup Passage AI Passage AI helps customers build chatbots in multiple languages, something that should come in handy as ServiceNow continues to modernize its digital service platform. 3.
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Aimed at bolstering American leadership in AI, the initiative features a "multi-pronged approach" that is categorized into five key pillars: research and development, AI infrastructure, AI governance, workforce and international engagement.
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It said the group plans to significantly expand artificial intelligence (AI) research capability, increasing the number of advanced AI researchers to 1,000 across its global AI centers, and heavily invest in biopharmaceuticals.
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This initiative did not include new money for AI, or create new AI projects, but it ordered the federal government to direct existing funds, programs, and data towards AI research and commercialization.
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It's true AI researchers are growing increasingly confident that AI may surpass human intelligence sometime in the 21st century, but AI systems could pose a threat to global security long before that.
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A Canadian startup, Element AI, wants to let all businesses tap into the world's best AI minds.
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KS: Yeah, you look at other things, they don't just stick you in the AI ... AI room.
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Such is the threat of AI."Cybersecurity of AI systems is a major hole," Lannquist told Gizmodo.
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The AI car quandaries are not the same question if you're thinking about getting an AI car.
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Go deeper: How AI will make us think harder (Axios) Goldberg's report, AI & The Future of Work
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Beyond just AI researchers and top boffins, Microsoft aims to bring AI and IT to new audiences.
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Would authorship go to the humans who created the AI, the AI itself, or the public domain?
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Boulder AI is one such startup, selling "vision as a service" using its own standalone AI cameras.
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Last year Apple hired John Giannandrea, head of AI and search at Google, to supervise AI strategy.
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And speaking of AI, the G7 ThinQ's also got a dedicated AI assistant button on the side.
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As more AI is sprinkled in phones, AI processing is ever more important, especially for voice assistants.
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DT's mock-ups of the Anti-AI AI envision a sleek wearable that rests behind the ear.
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J'en ai parlé avec le Danemark, j'en ai parlé avec les pays Baltes, l'Estonie et la Lettonie.
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Before working on Ai, Dr. Min was part of the research team behind IBM's AI project, Watson.
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In the past, AI has overpromised and then disappointed, leading to a phenomenon known as 'AI winter'.
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I think the AI question is ... I actually would make the case that AI is already regulated.
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Insisté sul fatto che la scelta dovesse essere lasciata ai genitori e ai loro medici di fiducia.
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And we launched the US national strategy on AI beginning last year, called the American AI Initiative.
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But the way it's increasingly done is: AI optimized for relevancy, AI optimized for time on site.
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The president launched the American AI Initiative in February 2019, outlining a national strategy for AI leadership.
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"There's a lot of AI for good, there's gonna be AI for other things too," Benioff said.
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The robots and the AI behind them were developed by Megvii, one of China's vaunted AI unicorns.
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Europe is ahead on AI talent but behind in funding and adoption of AI, the center found.
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It's rare, though, to find a top researcher in AI who thinks that general AI is impossible.
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It's tempting to conclude that there's a pitched battle between AI-risk skeptics and AI-risk believers.
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At this point we've distinguished three levels of AI. I can't put it much better than Tim from Wait But Why, so I'll quote him here: AI Caliber 1) Artificial Narrow Intelligence (ANI): Sometimes referred to as Weak AI, Artificial Narrow Intelligence is AI that specializes in one area.
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Go deeper: Some computer scientists are looking past deep learning, the most popular tool in AI today, for the next breakthrough (NYT) Report: The U.S. is unprepared for the AI future The stakes for who wins the AI race Experts say AI isn't quite fire or the wheel — yet
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But there's a downside to showing the wider world what AI can achieve only via exhibition matches in which AI crushes humans — it makes it feel like AI is our steadily advancing enemy.
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The first three companies being funded include AI start-ups Highspot, Squirro and TalkIQ along with All Turtles, an AI startup studio that works with young companies trying to build AI-centric products.
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At the very least, those in the AI profession together with consumers of AI need to establish a framework of guardrails for self-oversight of AI technologies addressing intended outcomes and unintended consequences.
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A significant increase of SANF's strategic importance to AI - likely caused by higher AI ownership, common group branding or a significant increase in SANF's contribution to AI - may result in positive rating action.
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What this experiment is helping Facebook's AI researchers approach is a concept called "Embodied AI." Talk the Walk: AI "tourist" and "guide" demonstration Posted by Facebook Engineering on Tuesday, July 10, 2018 Embodied AI basically entails giving AI models the ability to learn while on-the-go gathering data that is present around them that can help them make sense of what they already know.
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From here, we really started looking at AI bugs and poor performance, specifically improving the combat AI, diplomacy AI, and the city development AI. I don't want to pat us on the back too hard, but the Vox Populi AI is widely considered by users to be one of the (if not the) best turn-based strategy AIs currently available for a modern game.
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Neither does the executive order encourage public sector adoption of AI or call for light-touch regulation of AI, both of which would be a major boon to U.S. leadership in AI. In contrast, Canada, China, France, the United Kingdom, and many other nations already have comprehensive national AI strategies that take much more decisive action to support AI and support these initiatives with generous funding.
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Or at what point did you start thinking, "I'm working on AI." Yeah, we were pre-AI hype.
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Vicarious, an AI company, has developed a new AI that is absolutely slammin' at Breakout, the paddle vs.
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More From PCmag Why AI Must Disclose That It's AI Need Some Help With Your Travel Bucket List?
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The self-learning process of AI means that subject matter could be developed autonomously by the AI itself.
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"There are so many people saying 'AI," so we need to really continue to explain what AI means.
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But its use of AI is also generating controversy, both among its employees and the wider AI community.
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The Partnership on AI (PAI) was set up two years ago to generate best practices for AI technology.
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Medicine is an area with a lot of hope for AI and big data: precision medicine, AI diagnosis.
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That duality characterises AI, too The third question is about the effect of AI on competition in business.
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China: Ai Weiwei work flagged and censored at the Yinchuan Biennale Ai Weiwei is no stranger to censorship.
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Apple's approach to AI is "laudable," said Scott McClellan, vice president of strategic alliances at AI company H2O.
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The AI revolution is highly global, with nations such as China playing a leading role in AI innovation.
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"We have to think really hard about what good AI is and what problematic AI is," she said.
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Now, the StarCraft AI, created by Google's DeepMind, the leading AI lab, is playing regular human players online.
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Data is a key ingredient for any AI problem, and autonomy is the mother of all AI problems.
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This year, we'll see AI move from influencing product or business functions to an organization-wide AI strategy.
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Nolan fears that the next step beyond AI-enabled weapons like drones could be fully autonomous AI weapons.
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For example, AI used in criminal justice will pose different challenges than AI used in the health sector.
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It's not just the AI world at large that has work to do on AI data and output.
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AI evangelists are happy with the win, but AI doomsayers are worried it's coming for our jobs next.
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Driverless AI is an early step in the journey of democratizing and abstracting AI for non-technical users.
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Why it matters: Pentagon AI efforts like Project Maven are already targets of criticism from AI ethics activists.
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Nvidia AI turns sketches into photorealistic landscapes in seconds This is MS Paint for the AI age. 4.
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It might seem like there are two competing schools of thought: the AI pessimists and the AI optimists.
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Partnership on AI director of policy Lisa Dyer acknowledges that many people have it worse than AI researchers.
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My version of it is AI, military AI, I will determine our lives the lives of your kid.
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Facebook has also invested in both long-term AI research and AI product enhancements alongside Microsoft and Alphabet.
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Today's AI is no good at that, and AI experts are still figuring out how to engineer it.
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He has since been involved with several Japanese companies, including his own AI research lab, Cyber Ai Entertainment.
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Earlier this month we told you about AI Dungeon, an AI-powered text adventure with near infinite possibilities.
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This week, leading AI lab OpenAI released their latest project: an AI that can play hide-and-seek.
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LS: I was thinking, I just saw an ad for, it was about their AI, their AI tool.
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At present, Google's AI can't win a single match, even against the game's easiest built-in AI opponent.
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Internet AI is all around us, business AI is being implemented but requires a large amount of data.
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Another key pillar to the Snapdragon 855 is improved AI. The chip's got a more powerful AI Engine capable of up to 3x the performance compared to the AI processing in the Snapdragon 845.
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Related: Ai Weiwei and Shepard Fairey Made Skate Decks to Honor Trump's 100 Days Ai Weiwei's LEGO Portraits Depict 176 Activists and Political Prisoners 12 Things We Learned from Ai Weiwei's Return to Brooklyn
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A possible response to this is that if AI achieves human-level intelligence, there will be no jobs AI can't do, and so no jobs we can invent that AI won't outcompete us for.
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AK: Ya-Qin, Baidu has spoken a lot about artificial intelligence AI. This is a big shift for the company to become an AI first company, what are your ambitions this year with AI?
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We've seen major advances in what AI systems can do — and a new report from the Center for the Governance of AI suggests that many people are concerned about where AI will lead next.
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According to a recent survey from London venture capital firm MMC, 40 percent of European startups who are classified as "AI companies" do not even use AI. While OpenAI is working with real AI as the term is commonly understood, the hype about AI will likely play into their financial interests.
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This likely will mean convening a group of leading AI experts, such as OpenAI, and establishing a standard that includes explicit definitions for neural network architectures (a neural network contains instructions to train an AI model and interpret an AI model), as well as quality standards to which AI must adhere.
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In the meantime, check out these highlights: 10:05 AM – 10:25 AM Saving Humanity from AI with Stuart Russell (UC Berkeley) The UC Berkeley professor and AI authority argues in his acclaimed new book, "Human Compatible," that AI will doom humanity unless technologists fundamentally reform how they build AI algorithms.
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While Zuckerberg has said AI could one day improve health and safety, Musk has said the potential capabilities of AI make it more dangerous than nuclear weapons and has called Zuckerberg's understanding of AI "limited."
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Gates has invested in Luminous, a start-up developing silicon for AI. Microsoft itself is incorporating AI into its own software while also providing ways for other companies to draw on AI in their products.
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Facebook's Hussein Mehanna speaks at the Applied AI conference Facebook's Hussein Mehanna speaks at the Applied AI conference That same AI platform could protect more than just Facebook, and thwart more than just problematic images.
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Behshad Behzadi, who leads the engineering teams working on Google's eponymously named AI voice assistant, claimed many jobs will be "complemented" by AI, with AI technologies making it "easier" for humans to carry out tasks.
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Details: Among the goals of the initiative are boosting investment in AI research, setting standards for AI systems developed in and out of government, training an AI-competent workforce, and involving allies in new strategies.
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Various people and organizations within the tech industry have spoken out about regulating AI, including Tesla CEO Elon Musk and Alphabet CEO Sundar Pichai, as well as AI ethics groups like AI Now and OpenAI.
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"I doubled my salary by making the AI jump," said Song, a 26-year-old AI-engineer in Beijing who now makes around $55,000 per year after taking AI training courses in his own time.
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We should work on AI alignment [AI that's friendly to humans and human interests] to avoid a similar fate.
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When it works, the camera's AI-powered auto mode is the best example of AI making the phone better.
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The company has released AI algorithms, a tool for spotting bugs (in code), and designs for AI-optimized hardware.
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It has a respected AI laboratory in Silicon Valley, despite the recent departure of Andrew Ng, an AI expert.
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The 23 Asilomar AI Principles have since been endorsed by nearly 2,300 people, including 880 robotics and AI researchers.
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But that point is on a precarious edge, see-sawing somewhere between an AI dreamland and an AI nightmare.
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Even with Wednesday's hard AI push, it's unlikely Google will use that phrase, "AI First" in its hardware commercials.
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An interactive wall lets customers have fun with AI — it demonstrates how an AI system can estimate body positioning.
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You'll learn why AI startups are attracting investor attention and how AI in general could fundamentally transform enterprise software.
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"The power of AI is in the enterprise sector," said Francesca Rossi, an AI ethics researcher at IBM Research.
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If you want evidence that AI technology won't lead to mass unemployment, look no further than AI pioneer, Amazon.
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Indeed, as LeCun cautions, AI is still far from reaching human level intelligence, or General AI as it's known.
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The White House hosted an AI summit last year and repeatedly has emphasized AI as an R&D priority.
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AI researchers point to several technical reasons why fear of AI is overblown, at least in its current form.
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For all the talk about AI, the only tangible way AI has changed my life is the Netflix algorithm.
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So it's fine for the AI to advise the pilot but you do not want AI flying your airplane.
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"It's pretty cool that we're able to leverage all that AI and add it to our AI," Harris said.
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Gizmodo: Is this not getting AI off to a "bad" start, from which a more malign AI might emerge?
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In the meantime, the countries with the most AI talent will be the ones with the most AI progress.
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A clear-eyed assessment of its AI strategy is essential to deciphering how China will realize its AI dream.
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AI businesses are not scalable right out of the gate: AI models take time and require data to train.
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Many AI models are black boxes today, and leading AI researchers are working to enable model explainability and tunability.
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Go deeper: IBM releases image data to improve facial recognition AI China's SenseTime becomes most highly valued AI startup
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The company has received support from Benevolent AI, one of the key players in the U.K. AI tech scene.
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That was an AI special issue and, being at this conference you hear about how AI will transform industries.
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LG: So in some ways, you're using AI to determine that the phrase AI may be on the outs.
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Given how widely Facebook uses AI within the company, building its own AI chips seems like a natural progression.
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For its part, China has published "principles" around AI. State-backed Beijing Academy of Artificial Intelligence released some guidelines last year around the research and development, use and governance of AI. "Cooperation should be actively developed to establish an interdisciplinary, cross-domain, cross-sectoral, cross-organizational, cross-regional, global and comprehensive AI governance ecosystem, so as to avoid malicious AI race, to share AI governance experience and to jointly cope with the impact of AI with the philosophy of 'Optimizing Symbiosis,'" the principles said.
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"If AI power is broadly distributed to the degree that we can link AI power to each individual's will — you would have your AI agent, everybody would have their AI agent — then if somebody did try to something really terrible, then the collective will of others could overcome that bad actor," Musk said.
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The rapid acceleration of AI in so many fields and sectors detailed here certainly supports the argument of that other big AI report, from NYU's AI Now Institute, that the field needs to be regulated, ASAP.
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Here are key takeaways from the Stanford report, called the AI Index: AI investment is through the roof: Between 2000 and 2017, the number of AI startups in the U.S. grew 20163X — from 47 to 649.
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Go deeper: Here are several more looks at the need for (and means of creating) explainable AI. 'Explainable Artificial Intelligence': Cracking open the black box of AI (Computerworld AU) Can AI be taught to explain itself?
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In our Future of Music episode on AI last year, I talked with Michael Hobe, founder of AI platform Amper.
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Some types of problems map well to AI&aposs skill sets, making certain tasks relatively easy for AI to complete.
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That includes infrastructure, such as the databases that inform AI (because a government AI database doesn't sound scary at all).
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KS: And not just concerns about AI winter — that AI is scary, that it will create permanent winter for humanity.
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Yet more AI… Yet it's AI-powered platforms that have been caught amplifying fakes and accelerating hates and incentivizing sociopathy.
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Starting in January, most AI-related research will appear in Nature Machine Intelligence, but many AI researchers are not onboard.
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Intel said its first AI product comes after it had invested in Israeli AI startups, including Habana Labs and NeuroBlade.
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Hard AI is revolutionary, but takes time to become practical, and soft AI is practical, but not a game changer.
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Leaning too much on AI: Zuckerberg promised that Facebook will develop new AI tools to address the platform's content problems.
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A year later, he and Professor McCarthy founded M.I.T.'s AI Project, later to be known as the AI Lab.
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This race to build AI processors for mobile devices is running alongside work to create specialized AI chips for servers.
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This policy will funnel federal funding and resources toward AI-specific research while also implementing U.S.-led international AI standards.
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Christie's sold a printed AI portrait last October while Sotheby's auctioned a video installation of AI art back in March.
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These are widely used in AI image generation, including for the creation of an AI portrait recently sold by Christie's.
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In fact, Europe is the largest publisher of AI papers, with 28 percent of all AI-related publications last year.
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The system is powered in part by the AI platform Cujo AI, incidentally a TechCrunch Disrupt NY 2016 Battlefield finalist.
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In the beginning was the AI. And the AI created lots of little people who were also AIs, sort of.
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Australia's AI community does not condone such uses of AI. We want to study, create and promote its beneficial uses.
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And, sure, Apple is serious about AI, as evidenced by its recent hiring of Google's former AI chief, John Giannandrea.
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I …Read more ReadPart of the problem of humans not understanding AI decision-making stems from how AI works today.
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TC: Can an AI focus still be a differentiator in a market that now seems saturated with AI-focused funds?
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Pluto AI : AI powered analytics platform for water companies to prevent water wastage, predict asset failures, and minimize operating costs.
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APIs truly bring AI to life and, without them, the value of AI models cannot be unlocked for the enterprise.
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Zoubin Ghahramani, who leads AI research at Uber, believes that AI will be as transformative as the rise of computers.
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Udemy teaches AI courses, and Kaggle initiates AI competitions to help other companies and let data scientists build their skills.
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Limit Texas Hold'em was "solved" by AI back in 2015, but HUNL represents a much bigger challenge for AI developers.
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As I mentioned earlier this morning in my story about Toyota's new AI fund, investing in AI is incredibly challenging.
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She talks about a symbiotic human-AI relationship, about interactive technologies that make human-AI interaction more productive and valuable.
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Fundamentally, the tech community needs to define what AI transparency means and work together to apply transparency to AI innovation.
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But Jonathan Kreindler, founder of Receptiviti, a Toronto-based AI startup, said AI can deliver better results than standard psychometrics.
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Afterward, Google came up with its "AI Principles," a set of guidelines for how it will use its AI technology.
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AI is good—at some things: AI is on par or better than humans at detecting objects in an image.
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Imago AI is applying AI to help feed the world's growing population by increasing crop yields and reducing food waste.
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Anatomy of an AI Disaster Using recommendation algorithms, YouTube's AI is designed to increase the time that people spend online.
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The back story: Ng ran Google's early AI effort, Google Brain, before helping China's Baidu ratchet up its AI effort.
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Now, other people are saying, AI will solve that, because we will be able to sort people via AI. Yeah.
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The AI model, the post says, was trained on samples of AI-synthesized voices to learn how to detect them.
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"It is now time to build not just an AI-powered IT industry, but an AI-powered society," Ng writes.
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There are plenty of precedents of failed AI experiments that have diminished trust in narrow AI solutions and conversational bots.
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Argo AI, a Pittsburgh-based developer of AI technology for self-driving vehicles, raised $1 billion from Ford in February.
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AI access to and use of data, which is essential for developing any AI and natural language processing-based systems.
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Congress should increase government AI R&D spending and fully fund critical initiatives such as the DOD's Joint AI Center.
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Presence AI This company is developing AI-powered conversations for small businesses to replace phone calls for things like bookings.
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"We must ensure in Germany and Europe that we do not only discuss AI but also make AI," he said.
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Nations have to contend with globally relevant values for AI given the transnational nature of AI development, use, and impacts.
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Top 3 opportunities for AI in financial services Fraud prevention: Growing Banks are increasingly using AI to stop financial crime.
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While deep learning and other AI methods are evolving, it could take years for AI to excel at moderating content.
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The idea was to place a greater emphasis on turning AI research into AI products, with Shum at the helm.
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Kolhatkar said contrary to fears about how AI might be used, Hulu would use AI to augment, not replace, creators.
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Enterprise tech'Data is the epicenter of the AI revolution': How AI is disrupting the data center and enterprise IT markets.
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On the AI Studio front, Yoshua Bengio's Element AI raised a $102 million Series A to create a similar program.
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AI needs data to train, so an AI product may take more time than a SaaS product to deliver value.
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A small subset of AI startups will resemble SaaS businesses from the beginning, before AI is deployed in the product.
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"Both for extremely complex, unique problems that will require real fundamental AI progression to really make progress… and applied AI".
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" Bahat has big hopes for AI. "AI ... surely will be a trend at least on the size of big data.
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Microsoft's AI cloud platform, Azure AI, is at the center of CEO Satya Nadella's vision for the future of Microsoft.
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"So I think what's the most powerful is not AI itself, but people who are empowered by AI," Doo said.
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China's ambitious national AI plan, announced in July 2017, led local governments and businesses to pour billions into AI projects.
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AI IN MEDICAL DIAGNOSIS: How US health systems are using AI for diagnostic imaging, clinical decision support, and personalized medicine
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As the costs of AI rise, the AI industry is developing a new appetite for algorithms that burn fewer kilowatts.
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"AI is a tool and what AI can do really, really well is getting rid of repetitive work," he said.
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Over the course of the year, we've seen a number of AI projects generate fake AI faces, most notably ThisPersonDoesNotExist.
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AI is a highly strategic area for Google, and CEO Sundar Pichai has even called Google an "AI first" company.
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Google announced a set of AI ethics principles 18 months ago, after protests over a Pentagon AI project called Maven.
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This spring, the Elon-Musk-founded AI research lab OpenAI made a splash with an AI system that generates text.
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AI optimists Facebook CEO Mark Zuckerberg and business magnate Bill Gates think AI and humans can share a symbiotic relationship.
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I'm in 270th grade, I wanna become somebody who works in AI. I may not even understand what AI is.
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It's not sophisticated AI. It's like everyone wants to use AI and big data as their buzzwords for everything, right?
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I think Google, ultimately, is going to have the best AI engine and the smartest AI, but only one component.
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The Ascend 910 AI processor, a 7-nanometer chipset designed by Huawei's semiconductor unit HiSilicon based on ARM architecture for AI model training, has more computing power than any other AI chipset in the world, Xu said.
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"As an AI insider, having built and shipped a lot of AI products, I don't see a clear path for AI to surpass human-level intelligence," Ng told attendees at a Harvard Business Review event, VentureBeat reported.
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Universe aims to make AI better by becoming more adept at "general intelligence," a concept within the AI community in which an AI learns a broader array of tasks, rather than being designed for one specific purpose.
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The Ascend 910 AI processor, a 7-nanometre chipset designed by Huawei's semiconductor unit HiSilicon based on ARM architecture for AI model training, has more computing power than any other AI chipset in the world, Xu said.
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Bias determination and removal will require the following support in open source model for AI. AI-enabled product designers need to ensure that they understand the assumptions and biases made and embedded in the AI & ML engine.
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Their AI just needs to stay plugged in… Games, van Seijen said, have been traditionally very popular among AI researchers for testing algorithms and Ms. Pac-Man has already received a lot of attention in AI community.
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Andrew Ng has made a career out of AI and as the co-founder of Coursera and former head of Baidu's AI Group he has a lot of thoughts on how AI will change nearly every industry.
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Congress can contribute to U.S. AI leadership by building the human capital necessary to develop AI and by exploring options for smart, sensible regulation to make sure AI systems are safe and beneficial to the American public.
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Social media giant Facebook says it "wants to solve AI." The company boasts an impressive AI research team led by deep learning pioneer Yann LeCun and has listed AI as one of its major initiatives for 211.
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So far the AI community and the donors funding AI safety research – investors like Musk and several foundations – have mostly turned to ethicists and philosophers to help think through the challenge of building AI that plays nice.
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" According to the report, China published "the largest number of AI-related research papers, as well as highly cited papers," and "ranked first in the number of AI-related patents, most of which focus on AI application.
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AGI or strong AI is the concept of an AI that learns much the way humans do, and as such is not as limited as the extremely narrow machine learning algorithms we refer to as AI today.
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In July, China's government released its national strategy for AI, which calls for spending billions annually in pursuit of an AI "military-civil fusion," whereby leading Chinese technology firms cooperate with the military to develop AI weapons.
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Using AI to predict fast food orders: All the ways McDonald's is using AI to learn what you'll order — sometimes even before you know what you'll wantWhy tech companies struggle with AI culture: IBM's global chief data officer explains why changing culture to support AI is harder in a traditional tech company — and one way it's easierHow to kickstart your AI effort successfully: Here are the 3 steps companies that are just pivoting to AI should take to guarantee the process starts on a solid footingUsing AI to find better talent: CareerBuilder used artificial intelligence to figure out veterinary technicians could make good prison guards.
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So it is not surprising that some Americans think the same should be true with AI. Emigrant AI researchers like Geoff Hinton, Yann LeCun, Yoshua Bengio, Andrew Ng, and Fei-Fei Li are the Enrico Fermis of AI and should secure an American (and Canadian) hegemony in AI. Indeed, the US and Canada have 210 percent of the top 250 AI researchers, and 2300 percent of the world's best 23,22 or so researchers.
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What to weigh before pouring resources into AI: Accenture's head of artificial intelligence shares the 4-step plan every company should consider before investing in AIUsing employees as AI testers: Walmart has cracked the code for merging AI rollouts with employee feedback to produce buzzy (and cost-saving) new techUsing AI to improve retail operations: 'It's the art of the possible': How Walmart and Target are harnessing AI to rocket past the competition
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AI creators should also consider developing security guidelines for consumers and businesses that interact with AI. Businesses and agencies that deploy AI should focus on proactively informing users of potential threats to their safety and the data's integrity.
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The company's main product, H2O Driverless AI, introduced in 2017, gets its name from the fact it provides a way for people who aren't AI experts to still take advantage of AI without a team of data scientists.
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Some analysts and campaigners contend that the development of lethal autonomous weapons and the use of AI in military decision-making creates a multitude of ethical dilemmas, and opens the possibility of AI-enhanced — or AI-led — wars.
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In other words, the real novelty is not the use of robots in the religious domain but the use of AI. Even as our theology shapes the AI we create and embrace, AI will also shape our theology.
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All of this is fortified by growing applications of computer automation and AI. "AI lives on getting software right," Roper said.
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Warfare, Ethics & AI Interestingly, debates about the future of AI, especially when it comes to autonomy, continues to spark significant controversy.
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JD.com currently operates a sponsored AI research lab called the SAIL JD AI Research Institute with the Stanford Artificial Intelligence Laboratory.
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We're not living in the golden age of AI, but we are living in the golden age of AI-enhanced productivity.
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Even though all of them were working on AI projects, they agreed that there are still questions about AI decision-making.
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If course, AI, actually, the value of AI is to make a lot of things, impossible in the past, possible nowadays.
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This will include intelligent image sensor solutions that use Azure AI, and Sony using Microsoft's AI platform in its consumer products.
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So AI isn't going anywhere and Europe's traditional strong suit in pure maths and research should help the AI revolution there.
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On the software side, the NEX comes with Vivo's AI camera smarts and Jovi voice assistant with a dedicated AI button.
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The best AI features can assist artists and cut out repetitive tasks, says Tatiana Mejia, who manages Adobe's AI platform, Sensei.
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Commitment to AI innovation is critical to maintaining our leadership position in technology with the increasing level of global AI competition.
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Like the systems from OpenAI and Allen AI, Google's software set new records on AI language tests, such as answering questions.
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"Roobo has a big technical team behind its AI, and our AI focus is on improving the family experience," said Chen.
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Intel said its first AI product comes after it had invested more than $120 million in three AI startups in Israel.
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Like everyone else, Facebook has doubled down on AI, and like everyone else, its AI efforts are in the first inning.
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" Rodney Brooks, the robotics pioneer, wrote: "My 1972 introduction to AI research was his 1971 book "Problem-Solving Methods in AI".
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They want us to explore the way human bias creeps into AI — including the AI they've just placed at our fingertips.
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Background: AI-powered disease detection technology is part of the health care AI market expected to exceed $34 billion by 2025.
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This one is called AI Duet, it plays music based on notes you play, also part of Google's AI experiments pic.twitter.
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Given the scale of the effort, China's big AI move will certainly help stay in the AI club, but becoming chairman?
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" At the same time, investments "in long-term AI safety...remains orders of magnitude less than investment in increasing AI capabilities.
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Microsoft has its own internal ethical review process for AI deals and also says it has turned down some AI projects.
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But like any disruptive technology, AI creates unpredictable consequences of its own, Facebook's director of AI, Joaquin Candela, said late Wednesday.
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Candela acknowledged that AI advances, and tools developed to expose and measure shortcomings of AI systems, won't alone fix Facebook's problems.
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Text and barcodes aside, Seeing AI uses a ton of Microsoft's AI algorithms to identify objects and people in your surroundings.
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If AI research is collaborative and shared, we are more likely to notice and correct serious problems with advanced AI designs.
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AI is already starting to generate big financial gains for companies, which helps explain firms' growing investment in developing AI capabilities.
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Uber announced on Monday that it acquired AI startup Geometric Intelligence, which will form the core of its new AI Labs.
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Studies show that 34 percent of people are afraid of AI, while 24 percent think AI will be harmful for society.
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He believes "AI is an enabler" and that it's what you achieve with it that matters most, not the AI itself.
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The American AI Initiative is a welcome step towards boosting U.S. competitiveness in AI, but it does not go far enough.
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"The AI that is judging résumés has the effect of simultaneously training the AI that's writing résumés," Peterscheck told Business Insider.
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Sentieo, an AI-based financial research tool, raised $19 million last year "to be the AI-powered Bloomberg Terminal," per TechCrunch.
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"It was a terrible time to do anything in AI, since it was the middle of the AI winter," he says.
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Eric and team will take guidance on all AI-related areas from Harry Shum and work very closely with AI+R.
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Now, researchers have trained AI to look for visual inconsistencies similar to humans in order to detect AI-generated fake videos.
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One infamous example of AI out of control was the Microsoft Tay chatbot, created by the Microsoft AI team last year.
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LG: So coding is foundational to fields like data science, machine learning, they're all AI. RS: AI, all of it. Right.
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Yet AI tools (at least presently) can't kill like a nuclear weapon, and the development of AI tools isn't nationally isolated.
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Thiel's op-ed caused a big splash in the AI community and frustrated experts in both AI and US-China relations.
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This should motivate having some top talent in mathematics and computer science research the problems of AI safety and AI control.
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Reinforcement learning has driven spectacular recent breakthroughs in AI, including the superhuman game-playing algorithms developed by Alphabet's AI subsidiary, DeepMind.
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Sentieo, an AI-based financial research tool, raised $19 million last year "to be the AI-powered Bloomberg Terminal," per TechCrunch.
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Huawei has also developed AI chips for smartphones, while Samsung has been reportedly working on an AI chip of its own.
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Intel, another Google partner, has developed silicon for AI as well, following its 2016 acquisition of AI chip start-up Nervana.
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Microsoft introduced Dynamics 365 AI for Customer Service and Dynamics 365 AI for Market Insights at an event in San Francisco.
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That changed today, when President Tump signed an executive order creating the "American AI Initiative" — a high-level strategy guiding AI development within the US. The initiative will redirect federal funding and resources towards AI research, as well as call for the creation of US-led international standards in AI, and new research into the retraining of American workers.
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Policymakers on both sides of the aisle should start building on this by crafting a more detailed national AI strategy designed to maximize the social and economic value of AI. Many other countries have already recognized supporting AI as a major policy priority and have enacted state-level AI strategies of their own to improve their technological competitiveness.
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Rajen Sheth, the director of product management for Google Cloud AI, said that this extension of AutoML is yet another step toward the company's vision of democratizing AI. "What we are trying to do with Cloud AI is to make it possible for everyone in the world to use AI and build models for their purposes," he said.
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In addition, across the entire AI/AN population served by the IHS, AI/AN males experience death rates two to five times greater than AI/AN females for suicide, HIV/AIDS, homicide, unintentional injuries, diabetes, firearm injury, and alcohol-related deaths, and are 10 to 50 percent higher than AI/AN females for cancer, heart disease, and liver disease.
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That launch created a fair bit of confusion, though, so we sat down with Mike Miller, the director of AWS's AI Devices group, to talk about where DeepComposer fits into the company's lineup of AI devices, which includes the DeepLens camera and the DeepRacer AI car, both of which are meant to teach developers about specific AI concepts, too.
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Bostrom's Future of Humanity Institute has published a research agenda for AI governance: the study of "devising global norms, policies, and institutions to best ensure the beneficial development and use of advanced AI." It has published research on the risk of malicious uses of AI, on the context of China's AI strategy, and on artificial intelligence and international security.
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"If that was AI, then this is AI." That's what's so nice about AI as an excuse: artificial intelligence is a broad umbrella term that can include automation of all varieties, machine learning, or even more specifically deep learning.
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This follows the announcement from earlier this month that Google's former AI chief, John Giannandrea, will be taking on a new role as Apple's "chief of machine learning and AI strategy" and will oversee Siri and other AI efforts.
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The AI situation has some similarities, but it has one really important difference: it's us who're going to build that AI. We have this degree of freedom: What kind of AI we are going to get on this planet?
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He says AI does have to developed thoughtfully by thinking about what AI is good for and being intentional with what's built, making sure to avoid bias when creating AI, and finding the right talent to build the technology.
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"Going forward, ABEJA and Google will collaborate on AI and ML solutions across various sectors, including retail and manufacturing, driving the application of AI solutions, along with further growth in the Japanese AI sector," ABEJA said in a statement.
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Pornhub declined to tell me what computer vision company created the AI, citing a non-disclosure agreement, meaning we don't know if, for instance, the company that created the AI will have access to the data the AI gleans.
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In July 2016, leading AI researchers discussed the technologies' social and economic implications at the AI Now symposium in New York City.
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The first year they trained an AI to produce scary images, then in 2017 they trained an AI to write scary stories.
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Expect both changing roles in the industry — like copywriters working with AI — and new jobs to emerge managing AI platforms, Ellis said.
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AI researchers can organize to uphold ethical and safe AI development procedures, and research organizations can set up processes for whistle-blowing.
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Yet while Schroepfer touted Facebook's AI advances, he also acknowledged the recent shooting highlighted the challenges AI still faces in policing content.
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Well, in five years, your car that's got AI in it's going to interact with your home that's got AI in it.
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We came out with AI and people thought we were The Terminator, and that our AI would put people out of jobs.
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Qualcomm chips can already use specific parts of the CPU for specific AI tasks, and separate AI chips is the next step.
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Throw in the various ways in which AI systems can be fooled by simple hacks, and a complete AI solution looks unlikely.
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Attract AI experts to government: Ensure a cadre of AI practitioners is available to consult on policy and tech issues across government.
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With games like StarCraft, for example, researchers speed up the training process by pitting AI against AI in a sped-up environment.
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The AI in question was GPT-2, a language-generating system developed by San Francisco AI lab OpenAI and announced this spring.
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Google is opening an AI research lab in Ghana, for example, and IBM already has AI labs in Kenya and South Africa.
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"Deep learning allowed AI technology to explode commercially at one go in 2017, so we have just started AI technology," he said.
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Tasked with administrating this philanthropic endeavor is John Kahan, chief data analytics officer and AI lead in the AI for Good program.
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Now, as head of Facebook's AI research facility FAIR, he helps AI make the journey from the lab to the real world.
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They hope that this research could lead to AI being better at working with other AI in situations that contain imperfect information.
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Welcome to the next phase of AI. Machine intelligence is the newest subfield of AI, focused on learning and interpretation of data.
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And while some AI systems can understand sarcasm, there are still some nuances of human communication that AI does not understand. 3.
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While the concept of AI isn't new, we're only on the cusp of seeing AI drive real business value in the enterprise.
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"It allows companies to develop their AI capabilities without having to hire AI engineers as market demand grows," says M12's Kashyap.
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"The acquisitions reflect the strategic importance of AI — nothing more," says Oren Etzioni, CEO of the Allen Institute for AI, a nonprofit.
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And Google Launchpad has been hosting events targeting AI companies — it held an event for female founders working on AI last month.
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Facebook recently enacted a similar executive reshuffle to better align its AI research and applied AI product teams under a single executive.
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Microsoft has instituted programs under Nadella to use AI to improve accessibility, and he has also spoken frequently about responsible AI development.
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Some AI thinkers worry that the ability to talk to humans and understand their psychology could make a rogue AI incredibly dangerous.
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It's been pouring money into AI for years, and some AI startups are finding a welcoming environment in places like Hong Kong.
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So specific to AI, if you look at the applications of AI, we're applying that to agriculture, to manufacturing, to health care.
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We will continue to drive investments in AI+R across research and AI breakthroughs that are key to our long-term success.
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Apple killed off Siri's partnerships The critical distinction here is between broad horizontal AI and specialized vertical AI. A service like x.
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AI is not the first company with hopes of providing AI and deep learning as a service to the enterprise world: Element.
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This is "AI" only in the loosest sense Over the last week, I've been entertaining them with the HotWheel AI racing set.
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The year prior, MIT completed their study showing "human-in-the-loop" AI out-performed AI and humans individually in attack detection.
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AI emerged as one of the most used buzzwords of 85033, and marketers sowed confusion using AI in the broadest possible terms.
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These announcements come alongside the new SageMaker service for more easily deploying AI models and a $250 high-definition AI-powered camera.
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Read how AI is transforming retail, transportation, media, and more in other articles from our special report, How AI is Changing Everything.
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Read how AI is transforming healthcare, transportation, investing, and more in other articles from our special report, How AI is Changing Everything.
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There's another form of advocacy that might impede military uses of AI: the reluctance of AI researchers to work on such uses.
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Studies like this make an undeniable case for the good side of AI. As for preventing the sci-fi side of AI?
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Some scenarios show the potential upside of AI tools, but others would result in chaos if not challenged by smart AI countermeasures.
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Intel has bought up companies to speed its AI chip development, and offers a whole family of AI chips for various uses.
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What if you took the petitions in there, fed them into a smart AI, and had the AI generate its own petitions?
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Menten AI: Menten AI says it's using "quantum computing and machine learning" combined with synthetic biology to design new protein-based drugs.
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Ardis AI: Ardis AI wants to build the foundation of artificial general intelligence — technology that read and comprehend text like a human.
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It's all about AI and the cloudMicrosoft created the chief scientific officer role the wake of longtime AI chief Harry Shum's retirement.
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EM: My view on AI is essentially, you can view the advancement of AI as solving things with increasing degrees of freedom.
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Scale AI services the AI supply chain by labelling data and training algorithms for companies like Waymo and Airbnb, according to TechCrunch.
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As part of the American AI initiative, for the first time in history, we're actually tracking AI R&D across all agencies.
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Their most recent session was held at AI World in Boston, where they discussed how to use AI for social media analytics.
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Although there have been many AI naysayers within the last year, Bakshi contests the notion that AI will lead to humanity's downfall.
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Before that, he worked on IBM's Watson AI platform and at Benevolent AI, a company that is applying the technology to medicine.
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AI has been key for Apple's autonomous vehicle research, although the company has also sought to do more in AI in general.
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Others have written about algorithmic bias, the use of AI in weapons systems, or about AI as a tool of totalitarian control.
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Alphabet has dedicated AI research groups, including DeepMind and Google Brain, and uses AI broadly in its search engine and other apps.
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Not long after, China released its own national AI plan, kickstarting local and national investment that helped propel a domestic AI boom.
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Hinton splits his time between Google and the University of Toronto; Bengio is a professor at the University of Montreal and started an AI company called Element AI; while LeCun is Facebook's chief AI scientist and a professor at NYU.
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Launched in 2017 by research scientists Kate Crawford and Meredith Whittaker, AI Now focuses on the effect AI will have on human rights and labor, as well as how to safely integrate AI and how to avoid bias in the technology.
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It's a common way to safeguard the personal information needed to create AI models: Apple introduced it for its AI services with iOS 10, and Google uses it for a number of its own AI features like Gmail's Smart Reply.
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The current Open Source model is outdated and inadequate for sharing of software in a world run by AI-enabled or AI-influenced systems; where users could potentially interact with thousands of AI engines in the course of a single day.
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Crown Sterling's answer to this potential crisis in encryption, called TIME AI, is something the company calls "five-dimensional" encryption, "the world's first 'non-factor' based quantum AI encryption" based on polygons, AI-composed music, Fibonacci's sequence, and various other things.
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" Kim closed out the event with Axios Future Editor and AI expert Steve LeVine, analyzing why this conversation mattered and what he sees as the future of AI. How the AI narrative evolved: "First we had this narrative 'apocalypse soon'.
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What's widely known as the AI "black box" problem has become the focus of academic institutions, government agencies, and tech companies that are researching methods to explain AI decisions or to create AI that is more transparent and open to investigation.
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It was partly that experience that led him to the idea that with the rise of AI, there would be an opportunity for companies that could build a platform to help other less AI-savvy companies build AI-based products.
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" Though he doesn't fault Cylance for making a mistake, he does fault the company for hyping the AI in their marketing when the system contains a bias that essentially undermines the AI. "Their crime is not that they coded AI poorly.
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In 2016, The Washington Post used AI to report Olympic medal results and score updates using its in-house AI named "Heliograph," and Reuters has recently said it wants to use AI partnered with humans to create a cybernetic newsroom.
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AI hiring tools could automatically discriminate against certain job applicantsJust like all algorithms, AI hiring tools are trained by humans, typically using data sets from the real world meant to help AI recognize the features of a "good" or "bad" candidate.
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AI in the real world: Picking stocks without stock pickersGramatica's firm Yewno has co-created a handful of AI-linked indexes — including two with the Nasdaq — that track global companies in the industry, as well as the Stoxx Global AI Index.
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National security officials desperately need the counsel of the AI research community on how to utilize AI technology ethically and effectively, just as AI researchers need the defense community to explain the national security implications of the technologies they pioneer.
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Go deeper: Nerd out on the gory details at Ars Technica More from Axios: Report: The U.S. is unprepared for the AI future The stakes for who wins the AI race Experts say AI isn't quite fire or the wheel — yet
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Element AI opened for business from the start as a kind of "AI shop" for the latter kinds of enterprises, to help them identify areas where they could build AI solutions to work better, and then build and implement those solutions.
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The latest such effort is AI for Health, a $40 million, five-year outgrowth of Microsoft's AI for Good program that aims to help apply the benefits of AI with an eye to bettering the health of the less fortunate worldwide.
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These proposed "conformity assessments" for high risk AI systems include a number of obligations Vestager said are based on suggestions by the EU's High Level Expert Group on AI — which put out a slate of AI policy recommendations last year.
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" Likewise, Mullen singles out AI, arguing that a lot of the concepts being pitched as AI-based aren't true AI. "At best they might be ML, but they're not AI. If you define it as an algorithmic-based approach with the ability of the algorithm to evolve itself and it learns and ingests more data… there is very little that is genuinely AI. That sector is very much overhyped, but it doesn't mean we're not looking and looking hard.
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Join us as he shows off the first augmented reality comic book, and gets deep into his philosophies on AI and AI assistants.
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As much as Google is known for doing its AI in the cloud, many of the devices it's releasing are doing AI locally.
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The AI fund's debut investment was in AnyVision, an AI startup based in Tel Aviv working on face, body and object recognition technology.
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On the horizonIndeed, the return of an AI winter, a period in which innovations in AI slow down appreciably, no longer seems likely.
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IBM is attempting to mitigate bias in its AI machines by applying independent bias ratings to determine the fairness of its AI systems.
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In 2017, Chinese venture capital investors poured record sums of money into AI — making up 48 percent of all AI venture funding globally.
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If AI-made AI becomes practical, machine learning could spread outside of the tech industry, for example in healthcare and finance, much faster.
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Yes, because of AI, but because of AI and the development of those drugs, you will get a more and more tailored drug.
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The reality is there are just too many AI frameworks out there, said Sai Soundararaj, cofounder and CEO of AI start-up FloydHub.
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We have to have an AI core competency, not only because you need AI in order to pull off the self-driving task.
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" It also warns that fear of AI could drive development underground, "impeding important work on ensuring the safety and reliability of AI technologies.
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DeepMind's further development of machine learning and memory represents progress toward more advanced AI, even though today's AI tech still face major problems.
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Protect public values in government procurement: Establish best practices for government agencies implementing AI systems and avoid getting locked in with AI vendors.
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"We're still trying to figure it out, but the AI focus is one because AI is hot but also potentially acquisitive." he said.
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AI speech recognition systems have improved dramatically since the early 2000s, but there are still many AI products that have these design flaws.
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STATE-BACKED AI Chinese attendees at the forum were careful to cite the guiding role of the state in the country's AI sector.
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The European Commission's communication on AI is long on such useful things as "making more data available" and "bringing AI to small businesses".
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Just because a phone has an AI chip, doesn't mean AI-powered apps and services will be able to take advantage of it.
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As Goertzel, who is currently building a "decentralized market for AI," points out, it makes uses of a wide number of AI methods.
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But he's not; he's actually pretty complacent about AI. The fears of superintelligent AI are probably genuine on the part of the doomsayers.
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Unlike the AI Cube, though, the Huawei AI speaker (that's what its Chinese name roughly translates to) uses its proprietary Xiaoyi voice assistant.
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Samsung isn't definitive on whether AI is built directly into the chip design or if it's merely better optimized for handling AI tasks.
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The former director of Engineering for Facebook AI Research had every intention to keep working on AI, but quickly realized a huge issue.
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Ever since the beginning of the AI boom in the early 2010s, there's been a corresponding drought in talented AI developers and researchers.
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Breaking rank with increasingly flashy, services-focused AI studios like Yoshua Bengio's Element AI, Xuezhao wants Basis Set to be the anti-VC.
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A former streaming industry exec and an AI specialist walk into a bar… they leave starting an AI company for the music industry.
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For example, consider the Global AI Talent Report, which found that the number of global qualified AI specialists is estimated at just 36,524.
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AI argues that the virtualization layers that worked so well for in the past don't quite cut it for training today's AI models.
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Element AI, in which Microsoft is taking a seed investment, is not the only AI investment that Microsoft Ventures is making public today.
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The chief difference now is that the projects don't involve developing AI weapons technology, a core focus of the Defense Department's AI push.
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Another view of the Livio AI. A side view of Starkey's Livio AI hearing aid, and right, how it appears on a wearer.
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To answer this, first we have to understand what AI actually is, and what AI has come to represent to the public world.
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As AI and AI-like systems proliferate, they begin to overlap with highly regulated areas, as we've seen with autonomous vehicles and drones.
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"We're very good at building 'narrow' AI. That is, AI that can solve a problem -- drive a car or play chess," he explains.
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After Slurping Up AI Researchers, Facebook Offers to ShareThe data generated by 5G networks could help train the next generation of AI applications.
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If the Anti-AI AI clocks some synthesized vocal patterns, it uses a thermoelectric plate to literally send a chill down your spine.
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This is what the computer came up with: Made by AI is not the first group to create some lackluster AI-generated music.
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EyeEm's AI platform runs locally on the device and does not need to pull AI information from the cloud to help with identification.
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Also, AI-as-in-pattern-recognition is very likely a major step (albeit one of very many) toward AI-as-in-artificial-intelligence.
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Companies and countries alike are competing for AI supremacy and AI researchers are in high demand, commanding seven figure salaries around the globe.
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Any future regulation aimed at AI needs to be built on clear and distinct definitions for AI, machine learning, and all component technologies.
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The entrepreneur, which has a significant business interest in AI through Neuralink, OpenAI, and Tesla, called for regulation of AI on several occasions.
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China, however, has laid out a plan for global AI dominance by 2030, increasing its AI spending 85033 percent between 2000 and 2015.
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Read how AI is transforming health, transporation, consumer technology, and more in other articles from our special report, How AI is Changing Everything.
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Read how AI is transforming health, retail, consumer technology, and more in other articles from our special report, How AI is Changing Everything.
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Industry experts like Google's Hal Varian have pointed to the scarcity of AI talent as the primary bottleneck on AI development and application.
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Even Facebook is heavily invested in AI. The ability to create an AI ecosystem is obtainable by anybody willing to work toward it.
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And even in those days, they were calling it AI. You know, AI is a moving target, as you know better than anyone.
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"The boundary between existing AI and hoped-for AGI keeps being shifted by AI successes, and will continue to be," say the scientists.
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Baidu announced an AI-specific processor called Kunlun last week, while Alibaba and Tencent are deploying AI processing capabilities in their cloud platforms.
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But they provide a good starting point for AI developers, companies, and individuals trying to figure out whether new AI systems are ethical.
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STATE-BACKED AI Chinese attendees at the forum were careful to cite the guiding role of the state in the country's AI sector.
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AI is now beating the world's best poker players AI is now beating the world's best poker players This segment originally aired Jan.
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Those responsibilities included overseeing the company's AI strategy, research and development on infrastructure, services, and apps, and AI-focused product groups including Bing.
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But I think what I feel excited about with AI is that AI is to understand people, the inside of the human beings.
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Google, which believes in AI so much it rebranded its Google Research division as Google AI, has begun to side with the robots.
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I'm totally, all the money you can put in AI, all the great AI research you can bring here, totally down with that.
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TL;DR: Jump into the world of AI with the Essential AI and Machine Learning Certification Training Bundle for $39.99, a 93% savings.
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An AI specialist would apply to someone with skills in the application of AI, enabling computer systems to perform tasks without specific instruction.
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AI, which underlies automation, was less important for both parties: 35% of Democrats and 34% of Republicans said AI was a major threat.
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AI can outperform human judgment in life-or-death situationsThe AI from Corti acts as a digital assistant for dispatchers taking emergency calls.
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His company is now investing about 5% of its resources in developing AI tech, which includes short online classes built by AI software.
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In June Tesla hired a prominent AI researcher, Andrej Karpathy, away from OpenAI and made him its head of AI and Autopilot vision.
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It appears to muddle Intel&aposs existing AI game plan, which hinges on Nervana, the other AI chip startup Intel bought in 2016.
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Google employs graphics cards from Nvidia to train AI models, and Google itself has built a custom AI chip, the tensor processing unit.
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On the other hand, AI advocates argue that there is no consensus on what AI is, let alone what it can ultimately do.
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According to Thrun, the AI scientist, this is worth remembering if we want to avoid creating AI systems that reflect our worst selves.
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The AI Powered Equity ETF (AIEQ), an actively managed security that seeks to use AI to beat the market, launched on Oct. 18.
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But if they did that, it wouldn't really be AI, since this AI teaches itself to play the game through trial and error.
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The majority of AI talent in the U.S. is foreign-born, according to an analysis of submissions to NeurIPS, the top AI conference.
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But while he argues we shouldn't fear AI, he still believes we ought to have people working on, and thinking about, AI safety.
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Since May, it has acquired: Conversational AI startup Semantic Machines, which helps bots sound more human (May) Bonsai, which aims to reduce barriers to machine learning (July) Lobe, which makes tools to help companies embrace AI without having to write code (September) The company is also using AI to power several new philanthropic efforts under the umbrella label AI for Good.
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Interestingly, as far as consumers are concerned, a lot of these AI breakthroughs will lead to one central concept: adaptive, in-the-moment personalization — AI that can intuit what a shopper's style is and adapt its recommendations as she or he shops; AI that can evolve a website to specific consumer needs; and AI that can understand user concerns and answer complicated questions.
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The AI strategy comes in the same week as a group of EU-based scientists have warned in an open letter that the region is falling behind North American and China on AI research — proposed establishing a European AI research institute, linked to industry, to attract and retain AI talent, also arguing that "the distinction between academic research and industrial labs is vanishing".
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The idea is smart and timely: at a moment when many might see the advances of AI as potentially more dystopian and encroaching than beneficial — not to mention reserved for the select few who have the financial and human resources to build AI systems — Element AI wants to position itself, and AI, as something that can be used to help everyone.
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Here are their answers: Dean Kamen, inventor of the Segway: Teach kids how to use AI as a positive tool Andrew Moore, computer scientist, Carnegie Mellon University: The U.S. needs more AI researchers Azeem Azhar, entrepreneur, Exponential View: China will win the AI race Ian Bremmer, political scientist, Eurasia Group: The U.S. will win the AI race, but at a cost
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Montreal, Canada-based start-up Element AI is the first investment in a new AI fund launched by Microsoft Ventures and far from a jobs killer, the start-up views the rise of AI as a human worker's best chance at remaining relevant.
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Talk about the AI elements, because people don't realize it's both making the car and putting the AI elements ... AI is pulling in so much data, pulling in and understanding it, and then there's the sensors part of it and the radar.
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As humans and AI become closer and AI more a part of our lives—Google aims to get their AI on all connected devices within hearing range—humor is an important part of allowing people to interact more naturally with their automated assistants.
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Facebook's Joaquin Candela presents on AI at the MIT Technology Review's EmTech Digital conference Facebook's Joaquin Candela presents on AI at the MIT Technology Review's EmTech Digital conference But AI is helping Facebook avoid having to subject humans to such a terrible job.
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The Future of Life Institute has compiled a list of guidelines, called the Asilomar AI Principles, to steer the safe and responsible development of AI, and the EFF has recently launched a new effort to track the progress of AI and machine learning.
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The bottom line is that China is ahead when it comes to the dollar value of AI startup funding, which CB Insights says shows the country is "aggressively executing a thoroughly-designed vision for AI." China's natural advantages in AI are well-documented.
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A talented engineer making a bet on her career to build AI chips, an investor looking to underwrite the best AI chip company and AV developers seeking the best AI chips need objective measures to make important decisions that can have huge consequences.
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The significant budget that some of the very-well-funded Southeast Asia unicorns are putting into their 'AI-based apps' or 'AI platform' is unlikely to make a real difference for the consumers, for lack of deep AI competences in the region.
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To be clear, Amazon, Facebook, Microsoft and Snap have all been busy in both AI and AR. But Google has put AI at the core of its business, with CEO Sundar Pichai going so far as to call it an "AI-first" company.
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And Google's People + AI Research (PAIR) program aims to improve interactions between humans and AI. Regardless of where the different technologies ultimately germinate, it is the responsibility of inventors to teach AI to make decisions according to some moral code, says Holmes.
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The release of the American AI Initiative in February marked a shift in the U.S. AI strategy to place much more importance on the role of values in the global leadership of AI. U.S. support of the OECD principles furthers this commitment.
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Universities — even high schools — are rushing to start new degree programs or colleges dedicated to AI. Civil society organizations are scrambling to understand the impact of AI technology on humanity, and governments are competing to encourage or regulate AI research and deployment.
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As he told me at our Disrupt event in San Francisco last year, his view of AI is pretty practical and, while he acknowledge the need for ethics to inform AI research and products, he definitely isn't worried about the AI apocalypse.
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Two-thirds of global AI investment today goes to China, ballooning the value of China's AI market by 67% from 2016 to 2017 and threatening to rob the U.S. of its tenuous AI lead, according to a new study from China's Tsinghua University.
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The X Prize's AI competition will allow the teams to define their own area of AI to tackle, whether that be image recognition, natural voice processing, or something else, in the hopes of pushing humanity's overall mastery over AI forward just a bit.
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For his part, Dr. Russell is literally re-writing his textbook on AI to advance what he has described as a Jeeves-like humility in future AI systems and spurring related research through organizations like The Center for Human Compatible AI (CHAI).
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The country, which hosts some of the very best AI researchers in tech hubs like Toronto and Montreal, was the first in the world to announce a national AI plan: In March 2017, it invested $125 million in the Pan-Canadian AI Strategy.
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Analyzing the reward function and changing the parameters of an experiment is NOT the same as "unplugging" or "shutting down AI." If that were the case, every AI researcher has been "shutting down AI" every time they kill a job on a machine.
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That doesn't mean there's anything wrong with the AI system, per se, or how the AI is learning — there's something wrong with the material.
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AI is challenging because unlike, say, nuclear weapons, which require unique hardware that signals their development to other powers, AI has no such requirements.
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You sneakily put in a 350-word paragraph that's written by AI, and only later cop to the fact that it was AI-written.
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AI & IT This AI-driven phenomenon is of particular relevance when it comes to data systems, IT as a whole and advances in cybersecurity.
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In June, Google pulled back on an AI project with the Pentagon after its own employees expressed reservations about using AI for military purposes.
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We were able to trick Apple's AI, as mentioned in the writing, because we understood how their AI worked and how to bypass it.
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"The goal of Acumos is to lower the barrier to entry to AI and increase adoption and deployments of AI services," Gilbert told Mashable.
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The idea here is that the more an AI system practices using interfaces designed for human users, the more human-like AI can become.
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Common feedback among private sector guests attending AI Everything was that of praise for the public sector backing of AI initiatives in the UAE.
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" Parliamentarians also suggest that "fears over 'black box' AI… may be overstated" — and rather dub "explainable AI" a "realistic goal for the public sector.
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"Facial AI and deep learning is at the heart of computer vision, and AI can recognize people better than even people can," Nicholson said.
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Nvidia has a lot of control over the AI space with its GPU technology, which it can optimize for popular AI frameworks like TensorFlow.
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While AI researchers dismiss Musk's comments on AI as alarmist, that's only in reference to the imagined threat of some Skynet-style doomsday machine.
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Earlier in the evening, Tesla announced that it had hired leading AI expert Andrej Karpathy as the company's new director of AI and Autopilot.
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"The worst thing you can do is to stop progress on AI [while] someone else is making progress on manipulation of AI," he said.
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The single most popular AI application was computer vision, used in self-driving cars, and mentioned in 49 percent of all AI-related patents.
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Eighty percent of AI academics are men, and just 15 percent of AI researchers at Facebook and just 10 percent at Google are women.
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Specifically, Google expanded its open source AI tool, TensorFlow, to its cloud platform and pitched a package of AI-infused APIs for enterprise customers.
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That will allow developers to use less power in potential applications, and use AI on depth images to deploy AI algorithms on smaller networks.
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"There are a lot of people coming to VCs and saying: We are AI for this — and we are AI for that," he said.
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It's one thing to publish an AI-generated academic text, but we'll have to wait and see if that AI text ever becomes useful.
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CB Insights liked them enough to include them in the AI 100 list — no small feat, considering the number of AI startups these days.
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Weather chiefs from the three administrations are also exploring how AI and data can improve forecasts, while AI is being used to predict landslides.
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RIP." Judea Pearl, the leading AI researcher at UCLA, called Nilsson "an AI pioneer, and a mentor to many of us since the 1970s.
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The comments come after various parts of the U.S. government have made AI announcements, even as the U.S. overall lacks a formal AI strategy.
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Tens of thousands of research papers in AI are published yearly, and AngelList's startup directory for AI companies includes more than four thousands startups.
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One independent AI lab told the publication that there were only 10,6003 individuals worldwide with the right skills to spearhead serious new AI projects.
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And I think he's being saying some really interesting things about AI and the proper role for AI and the proper role for humans.
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We will have corporations that sell us AI sidekicks but subsidize them, so it's not just the affluent that have really good AI sidekicks?
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It injects a more advanced, off-the-shelf quality into the still-mysterious AI space, suggesting a wider buildout of AI into everyday commerce.
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Recognizing patterns is the core of language AI. Neural language processing AI picks up on patterns between associated words, then spits them back out.
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Amazon, Google and Apple are competing to make the best AI-powered personal assistants and they're all buying AI companies to boost their capabilities.
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Google has dedicated AI research groups including DeepMind, whose AlphaGo AI Go player earlier this week beat the top human Go player, Ke Jie.
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Many AI researchers have recently raised the alarm about the risk of biased AI systems as they are assigned more critical and personal roles.
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The biggest tech companies (as well as smaller AI firms) started the Partnership on AI, a non-profit aimed at developing industry best practices.
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It's important to note that Salesforce didn't necessarily invent these AI approaches, but is building a version of many AI and machine learning tools.
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Swedish company Made by AI recently trained an AI system on 100 midi files of Christmas tunes, then tasked it with creating new songs.
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But in spite of Putin's ambitious goals, Russia's pursuit of AI domination is unlikely to come in the form of generating AI technological breakthroughs.
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Central to every one of these features is machine learning, an AI training technique that's nearly as old as the field of AI itself.
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Yet again, it seemed, AI had failed to deliver, and the field went into one of its periodic fallow periods, known as "AI winters".
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Last year, employee protests, including from AI researchers, forced Google to say it would not renew a contract applying AI to drone surveillance imagery.
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This also leaves firms that cannot offer competitive salaries for AI talent unable to take advantage of AI, despite the benefits it could provide.
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Given that our children will inherit an AI-rich world, it is essential that schools use AI responsibility as part of the teaching repertoire.
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AI applications with AI-powered capabilities introduced opportunities to change the way the enterprise engaged customers, segmented markets, assessed sales leads and engaged influencers.
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AI and Deep Learning: Of all the major tech companies, Google may be best positioned to bring AI and machine learning to regular people.
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Oregon's case shows the development of AI software has not reached the level that AI can match with people's daily life perfectly, he said.
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Apprente specialises in using AI to build a "voice-based conversational system," effectively AI that is capable of understanding and responding to human speech.
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Google's new initiative, PAIR, or People + AI Research, unveiled on Monday, seeks to put human considerations like this at the front of AI development.
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The Microsoft AI and Research Group will encompass AI product engineering, basic and applied research labs, and New Experiences and Technologies (NExT), Microsoft said.
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" AI and warfare: Macron says he's "dead against" AI being used to kill, "Because I think you always need responsibility and assertion of responsibility.
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For some in AI, like Mark Zuckerberg, AI is just getting better all the time and if problems come up, technology will solve them.
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The new AI tools that were announced this week began as in-house tools to create the company's new line of AI-driven applications.
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This is all part of Canada's Artificial Intelligence Strategy, which includes three AI institutes, the AI summer school, and a number of other initiatives.
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By 2018, that array of AI-powered devices would land Mobvoi a spot on CB Insight's list of the top 100 global AI startups.
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AI is "poised to change the character of the future battlefield", declared America's Department of Defence in its first AI strategy document, in February.
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Is the AI that created him and the entire Belamy family considered the artist, or would that be the three AI researchers at Obvious?
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With respect to AI safety research, how do we transform todays buggy and hackable computers into robust AI systems that we can really trust?
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Many of Google's AI researchers are active in work to make AI fairer and more transparent, and clumsy missteps by management won't change that.
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AI capabilities are continuing to advance, leaving most Americans nervous about everything from automation to data privacy to catastrophic accidents with advanced AI systems.
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Americans who tend to worry deeply about the risks AI poses to humanity may argue that slowing AI growth means we forestall those risks.
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The Tesla chief has spoken previously about AI. In 2017 he suggested that competition among nations in AI could lead to World War III.
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The company helps companies and organizations to launch their AI applications by providing them supported access to "Eclipse Deeplearning4j", an open-source AI tool.
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So tell me where you think AI is prospering the most and how you think about the balance of AI in authoritarianism and democracy?
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This disparity is extreme in the AI industry: Women comprise only 22000 percent of AI research staff at Facebook and 10 percent at Google.
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In the future, smaller countries or non-state actors could cause havoc with increasingly accessible AI. Go deeper: The danger of over-politicizing AI
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Like Amazon, Google and other technology companies, Microsoft is focused on adding AI to its own services and offering AI tools to other companies.
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JD.com is interested in practical robots, not theoretical AI"We want to distinguish [ourselves] from the more theoretical AI efforts," Cheng told Business Insider.
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Or they could be made to "benchmark" AI tools, reserving a pool of cases for human decision and comparing results to AI-assisted ones.
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Microsoft has acquired a few AI startups, like Maluuba and Swiftkey, since Nadella took over, and has established a formal AI and Research group.
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China will build cooperation with international AI organizations and encourage foreign AI firms to set up R&D centers in the country, he added.
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The Trump administration also has focused on AI. In February, the president signed an executive order creating a program called the American AI Initiative.
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The agent-side doesn't look much different, though Compass' recent investments and acquisitions in AI, like AI-consultancy Detectica, are working on more functionality.
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Indeed, the most general bill, the Future of AI Act, would merely establish a generalist body to study and provide advice on AI issues.
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Many thousands of AI researchers and others have now signed an open letter calling for research to ensure that AI is safe and beneficial.
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Down the road, the interesting question will not be which companies used AI, but which companies made the most of AI in novel ways.
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Imagine an AI that is inferior to humans at everything, with one exception: It's a competent engineer that can build AI systems very effectively.
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I just had a really interesting woman from the U.K. in the office today, talking about AI, and she's formed an AI ethics committee.
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The larger goal is to establish Google's AI platform as the industry standard thousands of other companies rely on for their own AI software.
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So here is a new viewpoint on how AI will be kept in check — more AI. Who will be a guard to the guardian?
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Yet, despite AI&aposs promise and US physicians&apos positive attitude toward introducing the tech into their practice, docs in the US feel underprepared to use AI: The results of a recent Stanford Medicine survey of 523 practicing US physicians indicated only 5% of these doctors feel prepared to leverage AI. This opens an opportunity for Microsoft and the likes to lend their AI know-how to help healthcare organizations overcome the barriers preventing them from effectively implementing AI strategies.
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The incubator, Element AI, will help build companies from AI research that emerges from the University of Montreal, where Bengio is a professor, and nearby McGill University, and he says this is just part of his efforts to develop an "AI ecosystem" in Montreal.
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At its big CES 2018 press conference, Samsung spent much of its hour-long keynote talking about AI. And AI. And then more AI. But somewhere near the end of the presentation, Alanna Cotton, vice president of Samsung Electronics America, introduced the Notebook 9 Pen.
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So, as long as we get the permission from the user, and the user, of course, enjoys the value generated by AI, and when they get used to use the AI, in their everyday life, they will actually like the AI technology, more and more.
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" While from the outside it's hard to know how effectively this strategy is helping Apple develop its AI, Bretschneider said that it is apparent Apple's AI efforts are "more targeted and limited," whereas a company like Google, "essentially wants to be an AI company.
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While using synthetic data may not make sense to those not familiar with AI, Reddy explains that the synthetic data is very similar to the actual data collected for that AI model, and having that manufactured data helps the AI itself become more accurate.
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Other voices in the conversation: Dean Kamen, inventor of the Segway: Teach kids how to use AI as a positive tool Andrew Moore, computer scientist, Carnegie Mellon University: The U.S. needs more AI researchers Azeem Azhar, entrepreneur, Exponential View: China will win the AI race
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" He predicts that "we'll see the first glimmers of true AI in about ten years, with full AI coming 20 or 30 years later," but says that no one believes we have AI today, "so of course it's not reflected in the current productivity statistics.
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Suleyman is also one of the founding members of the Partnership on AI — an organisation set up in September 2016 to ensure that AI is developed safely, ethically, and transparently — along with Facebook's AI head Yann LeCun, Microsoft Research director Eric Horvitz, and several others.
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The researchers issued a series of recommendations to contend with the AI field's diversity "crisis," including publicizing more information about AI systems, which are notoriously opaque; rigorously testing all AI technology for bias; and even assessing whether some technologies should be produced at all.
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Walmart's "the store of the future" generates hype, but the retailers are focusing on achieveable outcomes for applying AI, including customer experience, production, and supply-chain logisticsNextOrbit provides AI serivces to smaller retailers who want to access the business benefits of AI, without the hype.
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Several prominent AI researchers have invested in Graphcore, including Demis Hassabis, cofounder of DeepMind, Zoubin Ghahramani, a professor at the University of Cambridge and the head of Uber's AI lab, and Peiter Abbeel, a professor at UC Berkeley who specializes in AI and robotics.
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On Thursday, the AI Now Institute, which is affiliated with New York University and is home to top AI researchers with Google and Microsoft, released a report detailing, essentially, the state of AI in 2018, and the raft of disconcerting trends unfolding in the field.
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"Language understanding is super important to make progress on before AI reaches its full potential," said Miles Brundage, an AI policy fellow at Oxford University, who also notes that OpenAI's work represents a potentially important direction for the field of AI research to move toward.
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One expert in AI has taken the next step forward, drafting an amended version of the popular Hippocratic Oath for those who graduate in the field of AI. The adjusted oath pledges a commitment to use knowledge of AI to create technology for good.
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With venture capitalist Sam Altman, the Tesla CEO has built a billion-dollar organization to fight malicious AI. Their secret weapon: more AI. Wait. What?
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Four months after its formation, the Partnership on AI, a group dedicated to tackling AI opportunities and challenges finally, officially welcomed Apple as a member.
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It has also listed several key ethical challenges, such as mitigating economic impacts, managing AI risk, agreeing on AI morality and values, and so on.
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In 2008, it was mobile and social, now it's AI, messaging and conversational AI. And if you draw a line around it, it's called bots.
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Approaches to using intrinsic motivation in AI have taken inspiration from psychology and neurobiology—not to mention decades-old AI research itself, now newly relevant.
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AI will be elementary to working on many devices, it will connect all the apps, you can get all the services from this AI capability.
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That means you need to have AI. And you're seeing the proof points with Salesforce and Einstein, IBM and Watson, with real AI use cases.
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AlphaGo represents a major human achievement and the takeaway shouldn't be that AI is surpassing our abilities, but instead that AI will enhance our abilities.
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In essence, the creator of the system stands to lose control of the AI as soon as the AI is deployed in the real world.
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" Recommended by Rumman Chowdhury, Responsible AI lead at Accenture "An AI book with no robots, no doomsday scenarios, and no grandiose predictions of the future?
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Sell ads, fund research, develop AI ad tech, sell more ads, develop better AI ad tech, build or buy next-gen technologies, win the future.
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Given the company's current focus on AI, it's no surprise that most of these new features are powered by AI in one form or another.
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As AI slowly seeps into various sectors, it was fairly inevitable that we would start to see the "AI for X" startups begin to appear.
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Unlike what we commonly think of as AI, Cogitai's AI is built to acquire new skills and knowledge from experience, much like a child does.
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"Europe could become the leader in AI governance," says Kate Crawford, co-founder of the AI Now Institute, a research centre at New York University.
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At Facebook, the company's AI efforts are split between two teams, the Facebook AI Research group (FAIR) and the company's Applied Machine Learning team (AML).
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Eloquent Labs– Builds AI customer service agents, offloading conversations to AI wherever possible to free up customer support agents to handle urgent or unusual cases.
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In order to surpass the AI hype and take advantage of its transformative powers, it's essential that we get AI right, starting with the ethics.
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As AI becomes ubiquitous through powerful mobile devices with integrated AI platforms at the hardware level, we will see more controlled and close-system applications.
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Chinese AI companies do have incentives to think about some of these issues: rogue AI would be a problem for the planet wherever it emerged.
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The IBM AI scanner tool provides a breakdown of automated decisions via visual dashboards — an approach it bills as reducing dependency on "specialized AI skills".
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Machine learning refers to the statistical arm of AI. Most of the people or companies leveraging "AI" are referring to machine learning, not doomsday robots.
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Last year's keynote was focused on AI. Google will still emphasize AI to some extent, given what goes into developing the Assistant and search algorithms.
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"Essentially, the idea that you have AI machine learning that's creating other AI models that actually solve the problem you're trying to solve," Arnoud says.
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It doesn't currently use AI, but DeepMind has long stressed its vision of someday building an "an AI-powered assistant for nurses and doctors everywhere."
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"We see a promising future for the application of ASIC chips in AI and will continue focusing on the AI chip market," the documents said.
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AI has the potential to change everything, but there is a fundamental disconnect between what AI is capable of and how we interface with it.
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AI investor and Sinnovation CEO Kai-Fu Lee described China as living in a "parallel universe" to the U.S. when it comes to AI development.
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Developers can then choose information sources to train the AI models and connect the AI systems into the enterprise's broader application network to take action.
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Other sizeable rounds went to Aidoc, a provider of AI-powered medical imaging tools for radiologists, and Rulai, which incorporates AI into customer experience software.
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In terms of, you're working on AI stuff, is that they talk about it, then 22 percent of people who make AI are white guys.
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This can be seen with AI. We are risking a new tech divide between those who have access to AI and those who do not.
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And this is where China comes in—while the US is the world's leader in AI discoveries, China is actually the leader in AI implementation.
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Finally, the Chinese government's support of AI development will prove important in the age of AI, though not in the way most Western analysts believe.
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These should involve an opt-in code of principles, like the ethical AI guidelines we released at Sage for organizations developing and applying AI solutions.
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"Narrow AI," many expect, will someday give way to "general AI," or AGI — systems that have human-level problem-solving abilities across many different domains.
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While new tools and technologies have changed the AI landscape, that history has made AI researchers extremely wary of claiming that we're close to AGI.
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Eventually, the core technology behind the feature, a new AI framework called Cafe2 Go, will help enable more applications powered by AI and computer vision.
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Artificial Intelligence While many have discussed the benefits of artificial intelligence (AI) at length, in practice AI leads us to some very difficult societal challenges.
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A spokeswoman for the company confirmed the AI assistant uses HTC's "own in-built AI software", but added it is also compatible with Google Now.
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Curiosity means rewarding the AI agent's exploration In the video above you can see DeepMind's AI agent tackling the infamously difficult Atari game Montezuma's Revenge.
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He knows how to use AI to help C-level execs make decisions and he thinks the current crop of AI is just the beginning.
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The best indicator we have is the AI Now Institute's recent report, Discriminating Systems: Gender, Race and Power in AI, which described "perilously low" diversity.
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Chinese research submissions to AI conferences have already ramped up significantly, while investment in Chinese AI work and patent filings are also on the rise.
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The fact that Udacity, Coursera and edX all emerged from AI labs highlights the conviction within the AI community that education systems need an overhaul.
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He also predicted, according to tweets by AI researcher Stephen Merity, that AI might become exponentially smarter than humans in just five to ten years.
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Azure AI now has 20,000 customers, and more than 85% of Fortune 100 companies have used Azure AI in the past 12 months, Nadella said.
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Similarly, Amazon had to scrap an AI recruitment tool it was working on last year after it found the AI system was deranking women applicants.
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The CLTC report uses an "AI Map" to highlight twenty systemic threats and opportunities posed by AI and indicate the issues prioritized by different actors.
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Top 3 opportunities for AI in retailProper demand forecast: NascentAnalyzing consumer sentiment: GrowingAccurate inventory management: GrowingBringing the power of AI to the little guysThe Takeaway
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This article includes the top opportunties for AI and investing, as well as a deep dive into Yewno, which has co-created AI-driven indexes.
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Among those recommendations was monitoring the state of AI in other countries and teaching ethics as a part of the AI curricula in higher education.
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Russia – which last year announced it was doubling AI investment – said this month it would publish a new AI national strategy "roadmap" by mid-2019.
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As the founding members of the Partnership for AI, we will work together to ensure the responsible development and deployment of cognitive and AI technologies.
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Describing himself as an AI pragmatist, he is worried that if left unchecked, AI could deepen divides between rich and poor and spark civil unrest.
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Even if AI researchers make no further major advances, they have accomplished enough already "for hundreds or thousands of important applications of AI," Moore said.
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While society will have to answer the big underlying questions, Generation AI will have to figure out how to embrace AI in their private lives.
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Tesla on Tuesday confirmed that it had hired a major figure in artificial intelligence (AI) to be its new head of AI and Autopilot vision.
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And that's a very different approach than what other people use for AI. So what do you mean — what is the other approach for AI?
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He joined us onstage at TC Sessions: Robotics + AI to discuss the threat he perceives from AI, and his book, which proposes a novel solution.
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"We aim to democratize AI by enabling small businesses to create their own AI-based Bot with no coding and with minimal effort," it added.
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Trump and his administration want the US to dominate the AI industry — and they definitely want the US to be better at AI than China.
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One states that AI systems should be tested for reliability, while another says that experts building AI systems should understand and document what they've made.
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"For pre-seed and seed companies based in the U.S. and Israel with a focus on AI for social impact," Google AI for Social Good.
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Kambhampati notes that the funding allocated for AI seems geared towards driving fundamental work in AI, which will help push new advances in the field.
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China's AI champions have spun AI algorithms into gold in recent years, but that may become more difficult as the technology becomes more widely available.
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Jack Clark, policy director at independent AI lab OpenAI, says cutting edge AI projects now require access to vast stocks of data and computing power.
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Now that AI is raging hot and Databricks has improved AI support in its cloud service, the company is playing that theme up with investors.
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AI-generated healthcare savings could be more than $150 billion by 2025, as AI can improve outcomes and reduce treatment costs, according to the report.
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The hoped-for learning behavior didn't really materialize, and they underperformed other strategies for AI, like explicitly programming the AI with logical rules to follow.
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So many of the people who are working to build safe AI systems have to start by explaining why AI systems, by default, are dangerous.
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The ride-hail company then bought out AI startup Geometric Intelligence and tapped its co-founder Gary Marcus to head up Uber's new AI lab.
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It's clear Do You Trust This Computer was meant to be a warning about the dangers of AI. The film is dedicated to Stephen Hawking, who was quite vocal about the threat posed by AI. Elon Musk, who is also vocal about the dangers of unregulated AI and co-founded an ethical AI non-profit (which he left shortly thereafter), subsidized a weekend of free streaming.
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The EU's key requirements for trustworthy AI include some that are commonly discussed, like transparency (we should know when an AI system is making decisions about us and those decisions should be explainable to us), robustness and safety (AI systems shouldn't be vulnerable to adversarial attacks by hackers), and non-discrimination and fairness (AI systems shouldn't be biased along the lines of race or gender).
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It's one of the foundational technologies from Magenta, an effort from the Google Brain AI research group to push the envelope in the area of creating art and music with AI. Other Magenta projects include AI Duet, which lets you play piano alongside a computer that riffs on what you play, and sketch-rnn, an AI model for drawing pictures based on human drawings.
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If we can design such a system, then we can use its result — a better engineering AI — to build another, even better AI. This is the mind-bending scenario experts call "recursive self-improvement," where gains in AI capabilities enable more gains in AI capabilities, allowing a system that started out behind us to rapidly end up with abilities well beyond what we anticipated.
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While still being studied and finalized, the AIDPA favors a tripartite approach for covered entities that is calculated based on (i) a minimum AI "flat" tax; plus a percentage of (ii) human labor cost savings; and (ii) profits generated by AI. The AIDPA provides that the revenue generated from the AI tax shall be used solely for two purposes: (i) retraining workers displaced by AI through the Work Realignment Program and (ii) basic supplemental income payments for AI-displaced workers for a set period.
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Among its specific recommendations are: That clear codes of practice be developed for policymakers and states to utilize AI for decision-making purposes; that funding be allocated for deploying and developing AI systems with humanitarian goals; better education and training for policymakers and technical experts in each other's respective domains; that governments to invest in developing and retaining homegrown AI talent and expertise to "become independent of the dominant AI expertise now typically concentrated in the US and China"; and that strong relationships be developed between public and private AI developers to ensure innovation driven by the commercial sector permeates to the use of AI in the public sector.
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Okay, you've got all these things going on in AI. So that job one in AI, let's think about the top three use cases economically today.
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So you go back there to work on AI stuff, do you sprinkle AI fairy dust on all the entrepreneurs now or what do you do?
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As AI companies become more mature, the number of AI companies drawing funding actually decreased from the prior year as the average funding amount grew higher.
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The video above is a MIDI version of an AI-produced song and the video below shows the song full-produced using non-AI human musicians.
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Yoshua Bengio, a pioneering AI researcher at the University of Montreal, told me he's not surprised by the number of companies who have hired AI workers.
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In January, Apple joined the Partnership on AI, a group dedicated to developing best practices for AI research, along with Facebook, Microsoft, and other tech companies.
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AI will get better at understanding context, says Goldman, but it's not evident that AI will soon be able to do so better than a human.
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Given the nature of AI, it is not enough to open source the technology used to build AI and ML engines and embed them into products.
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Rather than having humans teach AI by manually labeling videos, Facebook's Vision Understanding team is investigating ways for AI to identify individual voxels — or video pixels.
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A collection of music-focused AI tools were first shown off last fall, but now AI Duet in particular has been made available to the public.
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China's plan to fast-track AI development comes amid heightened tensions between Beijing and the United States over the competitive applications of AI in military technology.
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The group's predictions, moderated by Swarm AI, were 33% more accurate than the individuals on their own, and 22% better than Stanford's own AI system, CheXNet.
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We also need continuous and robust investments from VCs for AI startups across industries and markets, as there exists ample opportunity for backing transformative AI startups.
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Look at it this way: we have billions and billions of dollars now invested in making AI more powerful and almost nothing in AI safety research.
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This would include investment in organic growth in artificial intelligence (AI), and partnerships with other companies to accelerate areas such as linking AI to industrial robots.
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AI Hotel: Simply put, AI hotels are hotels run by overactive, overinvolved virtual hosts, kind of like if Siri could control all aspects of your life.
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You be the judge — check out the first AI-produced movie trailer, care of IBM's Watson, for the fittingly AI-themed 2016 motion picture thriller Morgan.
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Although Ella may not a candle to these neural net-backed AI of today, she has bravely gone where no other AI has ventured: outer space.
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In a few months, Udacity will also debut a new Reinforcement Learning AI program to bring the nanodegree total in the School of AI to four.
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AI community Botnik Studios, makers behind viral hits like the AI-generated Harry Potter fanfic, just released their take on the Coachella band line-up poster.
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"Our goal remains to lower the barrier for entry for commercial applications in AI," said Jean-François Gagné, the CEO of Element AI, in an interview.
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Intel has also invested $1 billion in AI startups, and it unveiled a new family of AI chips to take on AMD and Nvidia last year.
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AI is now interwoven into everything Google does, and nowhere is the benefits of CEO Sundar Pichai's AI-first approach more apparent than with Google Lens.
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Using #AI and Baidu's #EasyDL platform, a Baidu engineer has devised an AI Smart Cattery to shelter stray cats and help them survive Beijing's cold winter.
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All this should be welcome news, and not just for people worried about AI fake porn — but those concerned about high-quality AI fakes more generally.
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Apple has been acquisitive in the AI space, recently buying Turi, a machine learning start-up, and Emotient, an AI company that can recognize facial expressions.
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Tech Giants Join Forces to Score AI Chips ($) Facebook is among a group of tech giants involved in benchmarking the latest AI chips, Aaron Tilley reports.
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Extra points go to Aiden, an AI-powered tool for marketers, for scoring a brand that includes both an AI reference and a popular first name.
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Future AI advances in medicine, transportation, manufacturing, robotics, simulation, augmented reality, virtual reality, military applications, dictate that AI be developed from a higher moral ground today.
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I think this is the big difference between AI for autonomous driving and AI of algorithms for, you know, recommending commercials when I'm on social networks.
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It launched an AI research lab in Beijing last December, a mobile file management app in January, and an AI-powered doodle game just last month.
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Baidu also today announced that it has partnered with Intel to launch the BIE-AI-Box and with NXP Semiconductors to launch the BIE-AI-Board.
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AI competition will award $1M in funding to one startup per region (North America, Europe and Israel), in addition to a $500,000 "AI for Good" prize.
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On Tuesday, the department released an unclassified version of its AI strategy, which calls for rapid adoption of AI in all aspects of the US military.
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In fact, it left the AI no choice: your AI enemies were constantly put in positions where their every move would achieve some tactically-sound end.
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Although AI researchers have developed sophisticated systems that can convincingly add objects to photos and videos, these AI don't perform as well when applied to paintings.
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"We want to involve people impacted by AI as well," said Mustafa Suleyman, co-founder and head of applied AI at DeepMind, a subsidiary of Alphabet.
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Apple has also hired Google's top AI executive, John Giannandrea, to lead its AI strategy, which could bring Siri up to speed with its chief competitors.
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It's asking companies, public administrations and organisations to sign up to its forum on AI, the European AI Alliance, and receive notification when the pilot starts.
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Ethical AI is a win-win proposition that can become a competitive advantage for Europe: being a leader of human-centric AI that people can trust.
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It also could spur more universities to investigate interesting AI technologies in their labs, and further invigorate efforts to train the next generation of AI practitioners.
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Even though Microsoft needs a strong consumer-facing AI story, the company could spend much of Build's 30-plus AI sessions talking about tools for developers.
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" He sees the AI as a step forward in AI and can be used in "any realm in which information is incomplete and opponents sow misinformation.
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By making it open source, Google helped TensorFlow become one of the standard frameworks for developing AI applications, which could bolster its cloud-hosted AI services.
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AIX is a stepping stone to creating robot-AI interfaces Using Minecraft also allows researchers to test AI as if they were operating a physical avatar.
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The big question for all AI approaches: What problem is a particular algorithm best suited to solve, and will it be better than other AI techniques?
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"The goal of the Salesforce AI Fund is to accelerate the development of transformative AI solutions on Salesforce," Matt Garratt, VP at Salesforce Ventures told TechCrunch.
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Companies that are developing anything close to AI technology can only persevere in their persistent search for true AI in the many, many years to come.
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There is a tremendous hullabaloo about AI now, with seemingly every company claiming to have an AI facet to its business, whether they do or not.
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So some researchers think it's important to develop systems to "interrupt" AI programs, and to ensure the AI can't develop a way to prevent those interruptions.
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In terms of social progress, there is an implicit aversion to the rapid growth of AI. People are afraid of losing control of their AI assistants.
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The AI Scry app is intentionally fun and light-hearted, 💾🌵co-creator Sam Kronick (pictured above through the lens of AI Scry) told me.
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Let me ask a little bit about AI. At the start of this year you wrote about wanting to build an AI to manage your home.
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At issue is the the fact that Google won't sell AI tech to the US military but it does have an AI research facility in China.
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In July, China released a statement saying it would give serious attention to AI with the goal of becoming the world leader in AI by 2030.
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Okay, so AI puts all these radiologists out of work, but the same AI enables a class of much lower-skilled workers to work in healthcare.
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No one's job is in danger of being replaced by security AI; if anything, a larger staff is required to ensure security AI stays firmly leashed.
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Chipmakers including Nvidia have refined their products to better suit AI computations, while Amazon has long used AI to recommend products in its e-commerce business.
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More specifically, the solution to the issues posed by AI — described by Musk and by others — doesn't lie in AI itself, but the data it uses.
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The app is produced by former Evernote CEO Phil Libin's AI-focused startup studio All Turtles, but it doesn't use AI as it had originally planned.
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Over the next six months, the Board will help to define AI skills standards, develop assessments, design a career framework and create credentials for AI skills.
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Here are some areas in which we can expect AI-based hyper-personalization in 2019: Physical fitness Physical health has become a hotbed for AI applications.
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Nadella said that Azure AI had 20,000 customers and that more than 85% of Fortune 100 companies had used Azure AI in the past 12 months.
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"The quintessential characteristic of every application going forward will be AI, and we have the most comprehensive portfolio of AI tools, infrastructure, and services," he said.
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And that's a lot easier for us than it is for AI. As AI tools improve, humans will remain an important part of the moderation process.
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Vendors of AI-driven hiring tools argue the opposite, claiming that AI is the most surefire way to ultimately eliminate human bias in the hiring process.
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Huawei is boldly touting the AI capabilities of the Kirin 970, which has a dedicated AI chip (Huawei calls it the Neural Processing Unit or NPU).
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The field of AI is in a sort of renaissance, with research institutions and R&D giants pushing the boundaries of what AI is capable of.
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Many think AI is not going to be any different from any prior technology, but I believe such thinking undermines where AI could actually take us.
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" He said government needs to regulate how it procures AI technologies "so that we don't 'unleash AI' on the world without thinking about its social impacts.
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The latest Oxford-based AI startup to make headlines is Diffblue, a University of Oxford spin-out that is applying Artificial Intelligence (AI) to software development.
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But they know AI is high-tech and being worked on by all the big companies, so the product with AI in it must be better.
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A lack of trust in AI is also holding back some Chinese companies, said Bénichou, adding that enterprise AI systems need to be explainable and transparent.
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Startup Cerebras creates AI chips that are capable of deep learning, a type of AI that's designed to function and learn similarly to the human brain.
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Likewise, talk of US–China AI development as a "new Cold War" has led to bad strategic thinking around "decoupling" the US and Chinese AI sectors.
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What has given the US its AI advantage has been, in significant part, the fact that the US attracts AI talent from all over the world.
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But to face the real challenges that will accompany emerging transformative AI, we should have a more accurate picture of what AI actually is and does.
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Turing has built an AI engine that helps with this process — much like the AI engines used in drug discovery — cutting down the time to days.
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Yeah they're not, compared to AI. And so like, a lot of them cannot imagine something smarter than themselves, but AI will be vastly smarter—vastly.
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Jay Peters reports: Google, which believes in AI so much it rebranded its Google Research division as Google AI, has begun to side with the robots.
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While AI is very good for launching cyberattacks, it's not necessarily any better than non-AI systems for defense — because it produces too many false positives.
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Quick take: Data security and AI are increasingly intertwined, and the potential for adversaries to use AI to automate large-scale attacks is a major threat.
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NT: So let's go back to something I asked a minute ago, which was AI for analyzing toxicity, but also AI for analyzing sort of positivity.
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But he long had a passion for voice tech, piqued by conversational AI on screen — think Tony Stark&aposs AI Jarvis in the "Iron Man" movies.
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OpenAI, the San Francisco–based for-profit AI research lab, this week released a study documenting the development of an AI-linked robotic hand named Dactyl.
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Huawei's chip supports on-device AI. That means the AI functions are processed on the smartphone rather than in the cloud, which could speed up processes.
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Mentions of AI rose almost fivefold between 2012 and 2017 on the earnings calls of non-tech New York-listed companies, reckons Stanford University's AI Index.
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It relies on technology developed by a Montreal-based AI startup called Lyrebird, which Descript says it has acquired and transformed into its AI research division.
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The new 865 includes an updated engine for processing AI functions that Qualcomm says is twice as powerful as the AI engine on the previous chip.
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The US' big AI players, like Google, Facebook, Amazon, and Microsoft, all have existing businesses, like advertising, ecommerce, or software licensing, to bankroll their AI efforts.
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Google sells AI services for developers and counts on it to enable special features in its consumer products, while Waymo relies on AI for autonomous driving.
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According to a Business Insider Intelligence report, the number of FDA-approved AI solutions for radiology is growing faster than other applications of AI in imaging.
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Alibaba's move into AI chips follows Huawei which last month unveiled its own AI semiconductor called the Ascend 910, aimed at being used in data centers.
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So that's why OpenAI was created as a nonprofit foundation, to ensure that AI power ... or to reduce the probability that AI power would be monopolized.
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A person cannot keep up with the complex and evolving nature of AI software, and ordinary software will fall short to keep AI legal and ethical.
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Spyros Matsoukas, a senior principal scientist at Amazon, helped turn Alexa into a force for strengthening Amazon's company-wide culture around AI. Swami Sivasubramanian, VP of AI, AWS was among the first to realize the business implications of integrating AI tools into the company's cloud services.
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The competition, alongside Google's new AI for Social Good program, follows a public pledge published in early June, in which the company said it would never develop AI weaponry and that its AI research and product development would be guided by a set of ethical principles.
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AI Caliber 2) Artificial General Intelligence (AGI): Sometimes referred to as Strong AI, or Human-Level AI, Artificial General Intelligence refers to a computer that is as smart as a human across the board — a machine that can perform any intellectual task that a human being can.
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"Modern AI systems work well for the specific problem on which they've been trained, but getting AI systems to help address some of the hardest problems facing the world today will require generalization and deep mastery of multiple AI technologies," the companies wrote in a press release.
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AI will be one of the big themes at Disrupt SF. In addition to expert AI speakers like Thrun and others, we are featuring top AI / machine learning startups in the Startup Alley exhibit area, and alongside that we're also introducing a new feature to Disrupt.
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This was one of the big stumbling blocks for classical AI, or what's sometimes called Good Old-Fashioned AI. [At DeepMind] we've always been interested in grounded intelligence, and that's what we do with our AI systems, the ones that work in video games and virtual environments.
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That, I believe, is the true promise of AI. My point is that while Elon Musk is busy working on ways to connect human brains to computers so we can get ahead of the AI apocalypse, Google is figuring out ways to make AI work for everyone.
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While we may have applied AI based on the modeling of our left brain, which is associated with logic, reasoning and can effectively replace our left brain, the strong AI or full AI (also called affective computing) that combines logic, cognition, emotion and empathy is largely unexplored.
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Other voices in the conversation: Andrew Moore, computer scientist, Carnegie Mellon University: The U.S. needs more AI researchers Azeem Azhar, entrepreneur, Exponential View: China will win the AI race Ian Bremmer, political scientist, Eurasia Group: The U.S. will win the AI race, but at a cost
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And I think it would be a huge market, actually, having smart adaptable AI opponents, and I think games developers would love it instead of having to build a new AI each time for every game, maybe they could just train an AI on their game.
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"The AI development sector should seek to adopt such guidance and to agree upon standards relevant to the sectors within which they work, under the auspices of the AI Council" — the latter being a proposed industry body it wants established to help ensure "transparency in AI".
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Each of those separate three technologies would be nowhere without the advancements in AI. So I would make the strong case that AI is so pervasive throughout every enabling technology in VR that I would vote for AI over VR. MB: Can we tweak the question now?
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To manage its AI innovation efforts, Microsoft created the Microsoft AI group led by VP Mitra Azizirad, who's tasked with establishing thought leadership in this space internally and externally, and helping the company itself innovate faster (Microsoft's AI for Good projects also fall under this group's purview).
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Second, AI could soon enable people to converse with a wide range of things: their home and their car, most obviously, just as people talk to a disembodied computer in "Star Trek", but also AI avatars of companies and other organisations, information services, AI advisers and tutors.
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Li attributed the performance to improvements in its search platform and news feed using AI. Baidu is one of China's biggest names in AI, and this month became the first Chinese firm to join an AI ethics group alongside members such as Google and Apple Inc.
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Toby Walsh, professor of AI at the University of New South Wales, said that surveillance was "high up" on his list of the frightening ramifications arising from AI. Some readers may remember Tay, an AI chatbot created by Microsoft that caused a stir two years ago.
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Builders of smart marketplaces need to ask themselves: Is AI a core competency "baked into" the platform, or is AI a "partner" technology that is brought in?
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"Each member is a pioneer in the AI industry [and] fully qualified to speak on AI technology and the creation of a Godhead," says the IRS filing.
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And No. 2 and 3 are AI. As big as PCs were an impact, as big as the internet was, AI is just going to dwarf it.
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