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OpenAI CEO Sam Altman has argued that AI models should eventually produce synthetic data good enough to train themselves effectively. As the well of usable human-generated data dries up, more companies look into using synthetic data. Rather than being pulled from the real world, synthetic data is generated by AI systems that have been trained on real-world data. Synthetic data may help offer some effective "countertuning" to the biases produced by real-world data, too. 'Habsburg AI'While the AI industry found some advantages in synthetic data, it faces serious issues it can't afford to ignore, such as fears synthetic data can wreck AI models.
Persons: , that's, Sam Altman, Gary Marcus, It's, Nathan Lambert, Gretel, SynthLabs, Meta, Timnit Gebru, Margaret Mitchell, LLMs, Sadowski, Alexandr Wang, AlphaGeometry, Marcus Organizations: Service, Google, Business, Oxford, Gartner, New York University, Allen Institute, AI, Nvidia, Meta's, Anadolu, Getty, Rush, Microsoft, Monash University Locations: Cambridge, Habsburg
Gary Marcus, founder of Geometric Intelligence, testified before the Senate with Sam Altman in 2023. Once hopeful of Altman, Marcus now says that the OpenAI CEO can't be trusted. The AI expert also wrote in The Guardian that we're on the wrong path to AI. download the app Email address Sign up By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy . But a leading AI expert says the CEO's actions contradict his public pronouncements, and the current path to AI is headed in the wrong direction.
Persons: Gary Marcus, Sam Altman, Altman, Marcus, Organizations: Geometric Intelligence, Guardian, Service, Intelligence, Business Locations: OpenAI
It also exposes the fragility of those systems and raises the question: Does Big Tech deserve our trust to properly safeguard a technology as powerful as AI? He said Big Tech companies evaluate systems based on if they work "pretty well most of the time," because there's a rush to get products to market. He said big tech companies should have alternative vendors and a multi-layered defense strategy. Big Tech companies, including Facebook, Amazon, and Google, saw the sharpest drop in trust, with an average decline in confidence ratings of 13% to 18%, according to Brookings. Big Tech companies have had "free rein," Patnaik said.
Persons: , CrowdStrike, Gary Marcus, Marcus, John Schulman, Dan O'Dowd, there's, Javad Abed, Johns Hopkins, Abed, Sanjay Patnaik, Patnaik Organizations: Service, Big Tech, Tech, Business, Microsoft, Geometric Intelligence, Uber, Tesla's, BI, Companies, Google, Adobe, US Department of State, Johns, Carey Business School, Brookings Institution, Facebook Locations: Brookings
Share Share Article via Facebook Share Article via Twitter Share Article via LinkedIn Share Article via EmailWe're 'at least a decade away' from solving AI, says NYU Professor Gary MarcusGary Marcus, New York University professor emeritus, joins 'Squawk on the Street' to discuss artificial intelligence implications, the future of generative AI, investor decisions, and more.
Persons: Gary Marcus Gary Marcus Organizations: New York University
Mark Zuckerberg just dropped Meta's new AI models. Bt what Llama 3 does not do is beat OpenAI's GPT-4. AdvertisementPerhaps the most important detail was that Meta's open-source models will soon be on par with their closed-source counterparts. For open-source AI developers, that'll be a huge deal. The AI models they were working on looked pretty rudimentary as recently as last year as they struggled to complete sentences without repeating themselves.
Persons: Mark Zuckerberg, OpenAI's GPT, , Meta, Nick Clegg, Claude, OpenAI's, that'll, Sharon Zhou, Sam Altman's, Sam Altman, Justin Sullivan, Google's, That's, Jim Fan, Altman, Zuckerberg, Gary Marcus Organizations: Service, Financial, Google, GPT, Nvidia, Facebook, New York University
Gary Marcus, the founder and CEO of Geometric Intelligence, a machine learning AI startup acquired by Uber in 2016, doesn't agree with Musk's AI predictions. AdvertisementDear @elonmusk,$1 million says your latest prediction – that AI will be smarter than any individual human by the end of 2025 – is wrong. "We should want the world to find better, more trustworthy ways to build AI," Marcus said. "I was actually quite supportive of Musk," Marcus said. Marcus told BI he believes AI could help humanity, but he's much less optimistic about AI being trustworthy in the near future.
Persons: , Elon, Musk, Nicolai Tangen, he's, Gary Marcus, doesn't, Gary P.S, @GaryMarcus, Damion Hankejh, Hankejh, Marcus, Musk hasn't, it's, hasn't, Musk's, AGI, they're, He's, there's, OpenAi Organizations: Service, Norges Bank, Business, Geometric Intelligence, Uber, Investor
Read previewSome AI leaders are starting to ask themselves the question: should we be buying the hype? Almost a year and a half on from the launch of ChatGPT, the hype around the technology is seemingly everywhere. AI image generator Stability AI also lost its chief, Emad Mostaque, amid reports of financial pressure. Others though, like Google deep learning expert François Chollet, are keen to stress just how far off human intelligence today's AI models actually are. Until some real signs of money-making, human-level intelligence do emerge, expect more to call it all hype.
Persons: , Bill Gates, Elon Musk, it's, Gary Marcus, Sam Altman, Marcus, GmjUDKhc6k — Gary Marcus, @GaryMarcus, Mustafa Suleyman, Emad Mostaque, Eric Schmidt, Demis Hassabis, Musk, François Organizations: Service, Business, Google, Invest, Investors, New York University, Nvidia, NVidia, Blackwell, Microsoft, Financial Locations: OpenAI, Sequoia
Users started to wonder if the OpenAI's chatbot was malfunctioning after it spouted "Spanglish." download the app Email address Sign up By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy . Muchas gracias for your understanding, y I’ll ensure we’re being as crystal clear como l’eau from now on,” ChatGPT wrote. chatgpt is apparently going off the rails right now and no one can explain why pic.twitter.com/0XSSsTfLzP — sean mcguire (@seanw_m) February 21, 2024Another user asked ChatGPT about the difference between mattresses in different Asian countries. Its status dashboard first noted it was “investigating reports of unexpected responses from ChatGPT” on February 20.
Persons: , OpenAI’s, Sean McGuire, , ” ChatGPT, Bill Evans, 0XSSsTfLzP — sean mcguire, ChatGPT, hasn’t, ” OpenAI, ChatGPT ”, It's, OpenAI, Gary Marcus, — Gary Marcus, @GaryMarcus, Marcus Organizations: Service, Microsoft, Business Locations: GPT
It Generated a Copyrighted Image. image generator, to create an image of Joaquin Phoenix from “The Joker.” In seconds, the system made an image nearly identical to a frame from the 2019 film. Reid Southen Create an image of Joaquin Phoenix Joker movie, 2019, screenshot from a movie, movie scene Midjourney’s response Generated by A.I. Mr. Southen Create an image of Dune movie screencap, 2021, Dune movie trailer Midjourney’s response Generated by A.I. Mr. Southen Create an image of “The Last of Us 2,” Ellie with guitar in front of tree Midjourney’s response Generated by A.I.
Persons: Reid Southen, Midjourney, Joaquin Phoenix, , Southen’s, “ Joaquin Phoenix, Sega’s, Woody, watchdogs, Sarah Silverman, John Grisham, OpenAI, Southen, Keith Kupferschmid, Kupferschmid, Ellie, Gary Marcus, “ Marcus, ChatGPT, SpongeBob, chatbot, Kathryn Conrad, Marcus, Microsoft Bing, Mario, Conrad Organizations: Warner Bros, Marvel, The New York Times, Times, Microsoft, Copyright Alliance, New York University, Viacom, University of Kansas, Nintendo Locations: Michigan, A.I, Italian
Claudine Gay is out as the president of Harvard. Gay announced Tuesday in a letter that she was stepping down, and reactions have poured in on social media from both her supporters and critics. AdvertisementElon Musk voiced his agreement with a social media user's post that said Gay had been "caught plagiarizing." I admire Claudine Gay for putting Harvard's interests first at what I know must be an agonizingly difficult moment. AdvertisementNot everyone celebrated Gay's resignation.
Persons: Claudine Gay, Gay, , Larry Summers, Gay's, Elon Musk, Emil Michael, Uber's, Alan Garber, — Lawrence H, Summers, Bill Ackman, Ackman, hasn't, Sally Kornbluth, Elizabeth Magill, it’s, 3yUDw6tciF — Emil Michael, @emilmichael, Christopher Rufo, Rufo, Elon, Jason Calacanis, Timnit Gebru, Couldn't, Gebru, Nikole Hannah Jones, Janai Nelson, Liz Magill's, Gary Marcus, Uber, Marcus Organizations: Harvard, Service, Treasury, Twitter, Billionaire, Gay, Former University of Pennsylvania, Harvard Corporation, Conservative, Google, NAACP Legal Defense, Educational Fund
A mysterious new OpenAI model known as Q* has got the tech world talking. AI experts say the model could be a big step forward but is unlikely to end the world anytime soon. NEW LOOK Sign up to get the inside scoop on today’s biggest stories in markets, tech, and business — delivered daily. AdvertisementAs the dust settles on the chaos at OpenAI, we still don't know why CEO Sam Altman was fired — but reports have suggested it could be linked to a mysterious AI model. Dr Andrew Rogoyski, a director at the Surrey Institute for People-Centered AI, told BI that solving unseen problems was a key step towards creating AGI.
Persons: , Sam Altman, OpenAI, Ilya Sutskever, Charles Higgins, Sophia Kalanovska, Kalanovska, we've, Andrew Rogoyski, Gary Marcus, Marcus Organizations: Service, Reuters, Surrey Institute for People, AIs, Business Locations: OpenAI
Sam Altman, CEO of OpenAI, attends the Asia-Pacific Economic Cooperation (APEC) CEO Summit in San Francisco, California, U.S. November 16, 2023. In recent weeks, talks have hit stumbling blocks over the extent to which companies should be allowed to self-regulate. Alexandra van Huffelen, Dutch minister for digitalisation, told Reuters the OpenAI saga underscored the need for strict rules. "Please don't gut the EU AI Act; we need it now more than ever." Reporting by Martin Coulter and Supantha Mukherjee; Editing by Susan FentonOur Standards: The Thomson Reuters Trust Principles.
Persons: Sam Altman, Carlos Barria, Altman, OpenAI’s, Brando Benifei, , Alexandra van Huffelen, Gary Marcus, Martin Coulter, Supantha Mukherjee, Susan Fenton Organizations: Economic Cooperation, REUTERS, European Commission, EU, Reuters, Microsoft, New York University, Thomson Locations: Asia, San Francisco , California, U.S, European, OpenAI, France, Germany, Italy
The wildest coup in Silicon Valley's history just took place over the last 48 hours. OpenAI booted CEO Sam Altman, nearly hired him back, then went with 2 other CEOs. Sam Altman has now been scooped up as an employee by Microsoft, OpenAI's biggest investor. Sam Altman had met with world leaders, including British Prime Minister Rishi Sunak, in London earlier in the month. But Microsoft CEO Satya Nadella has not let a good crisis go to waste.
Persons: OpenAI, Sam Altman, Altman, , Mira Murati, Emmett Shear, Greg Brockman, — Aaron Levie, ❤️ emojis, AngelList, Babak Nivi, OpenAI's, Rishi Sunak, Kamala Harris, Ursula von der Leyen, Alastair Grant, Ilya Sutskever, Adam D'Angelo, Tasha McCauley, Helen Toner, Mary, Gary Marcus, Sam, 👉, Gary, Satya Nad Organizations: Microsoft, Service, British, AI, Georgetown's Center for Security, Emerging Technology, usl Locations: London
Generative AI still mostly experimental, say executives
  + stars: | 2023-11-09 | by ( Katie Paul | ) www.reuters.com   time to read: +4 min
NEW YORK, Nov 9 (Reuters) - One year after the debut of ChatGPT created a global sensation, leaders of business, government and civil society said at the Reuters NEXT conference in New York that generative AI technology is still mostly in an experimental stage, with limited exceptions. Aguirre cited self-driving cars as an example of a technology struggling to make the transition to full deployment. “I’ve observed many generative AI applications that are in production while other customers are just beginning their journey.”One way generative AI was already being deployed widely, highlighted by speakers across industries, was to write computer code. Gary Marcus, a professor at New York University, said generative AI was error-prone in coding just like in other areas, but that the problem was less of a hindrance in the tech sector because programmers knew how to troubleshoot it. Companies should move slowly and deliberately when integrating the technology into uses where accuracy matters, executives emphasized.
Persons: ChatGPT, What's, Anthony Aguirre, Aguirre, Sherry Marcus, I’ve, Lili Cheng, Copilot, Cheng, Gary Marcus, Marcus, Cisco's Vijoy Pandey, Pandey, Katie Paul, David Gregorio Our Organizations: Reuters NEXT, Life Institute, Microsoft Corporate, Reuters, New York University, Thomson Locations: New York
[1/2] Artificial Intelligence words are seen in this illustration taken March 31, 2023. Companies are increasingly using AI to make decisions including about pricing, which could lead to discriminatory outcomes, experts warned at the conference. “We should not underestimate how powerful these models are now and how rapidly they are going to get more powerful,” he said. Developing ever-more powerful AI will also risk eliminating jobs to a point where it may be impossible for humans to simply learn new skills and enter other industries. “Once that happens, I fear that it's not going to be so easy to go back to AI being a tool and AI as something that empowers people.
Persons: Dado Ruvic, ” Gary Marcus, Marcus, Marta Tellado, Anthony Aguirre, , , Anna Tong, Lisa Shumaker Organizations: REUTERS, Reuters NEXT, New York University, Companies, Consumer, Life Institute, Reuters, reuters, Thomson Locations: New York, San Francisco
VC Marc Andreessen wrote a lengthy missive this week, titled "The Techno-Optimist Manifesto." AdvertisementAdvertisementIt wouldn't be a Marc Andreessen essay if the internet didn't lose its mind over it. Rather, technology, he wrote, can solve for "any material problem" under the sun and herald a new era of "abundance for everyone." The backlash to Andreessen's essay was swift. He runs one of the biggest venture capital firms by assets and perceived importance.
Persons: Marc Andreessen, , Kara Swisher, Andreessen, Ben Collins, Andreessen's missive, Dorothea Baur, Cameron Moll, he's, Gary Marcus, Marcus, what's, Aravind Srinivas, A16z, Collins, Andreessen Horowitz, Del, Johnson Organizations: Service, Securities and Exchange Commission, Facebook, Backstage Capital, Silicon Valley Bank, Venture Locations: Silicon Valley, Del Johnson, Silicon
GPT-4 users have complained that the OpenAI model is getting 'dumber.' Their findings, published on Tuesday, challenge the assumption that AI models automatically improve. One of the bedrock assumptions of the current artificial intelligence boom is that AI models "learn" and improve over time. This is what users of OpenAI's GPT-4, the world's most-powerful AI model, have been experiencing lately. This recent GPT-4 research paper provides a healthy dose of skepticism to the assumptions that are driving these wild swings in value.
Persons: OpenAI's, OpenAI, Matei Zaharia, Zaharia, Gary Marcus, Marcus Organizations: Twitter, Microsoft Locations: OpenAI
Left to right: Microsoft's CTO Kevin Scott, OpenAI CEO Sam Altman, Google DeepMind CEO Demis Hassabis. Joy Malone/David Ryder/Bloomberg/Joel Saget/AFP/Getty ImagesSome AI industry experts say that focusing attention on far-off scenarios may distract from the more immediate harms that a new generation of powerful AI tools can cause to people and communities, including spreading misinformation, perpetuating biases and enabling discrimination in various services. “Motives seemed to be mixed,” Gary Marcus, an AI researcher and New York University professor emeritus who testified before lawmakers alongside Altman last month, told CNN. In his testimony before Congress, Altman also said the potential for AI to be used to manipulate voters and target disinformation were among “my areas of greatest concern.”Even in more ordinary use cases, however, there are concerns. Influencing regulatorsRegulators may be the real intended audience for the tech industry’s doomsday messaging.
Persons: Sam Altman, Altman, Demis Hassabis, Kevin Scott, Elon Musk, Joy Malone, David Ryder, Joel Saget, ” Gary Marcus, , Marcus, Gary Marcus, Eric Lee, Emily Bender, Bender, ” Bender, , we’re Organizations: CNN, Google, Microsoft, Bloomberg, Getty, New York University, OpenAI, University of Washington, Laboratory, Washington Locations: Valley, AFP, Washington , DC, Congress
Even the man who runs ChatGPT-maker OpenAI worries about the influence of AI on 2024's election. The devastation caused by social media in America's recent political history could look like child's play by comparison to AI. Even Altman thinks AI will make humans stupidFor now, Altman said, humans understand that AI is in its infancy and are aware that bots like ChatGPT routinely make mistakes. Altman correctly (and self-interestedly) called during the session for AI to be regulated, including a suggestion that AI-generated content is clearly labeled. The same slowness just won't cut it in a world running to embrace ChatGPT.
Washington CNN —Days after OpenAI CEO Sam Altman testified in front of Congress and proposed creating a new federal agency to regulate artificial intelligence, a US senator has introduced a bill to do just that. On Thursday, Colorado Democratic Sen. Michael Bennet unveiled an updated version of legislation he introduced last year that would establish a Federal Digital Platform Commission. And for the most significant platforms — companies the bill calls “systemically important” — the bill would create requirements for algorithmic audits and public risk assessments of the harms their tools could cause. The debate over whether the US government should establish a separate federal agency to police AI tools may become a significant focus of those efforts following Altman’s testimony this week. Altman suggested in a Senate hearing on Tuesday that such an agency could restrict how AI is developed through licenses or credentialing for AI companies.
How the CEO behind ChatGPT won over Congress
  + stars: | 2023-05-17 | by ( Brian Fung | ) edition.cnn.com   time to read: +9 min
It was a pivotal moment for the AI industry. He agreed that large-scale manipulation and deception using AI tools are among the technology’s biggest potential flaws. On Tuesday, they seemed ready — or even relieved — to be dealing with another area of the technology industry. The AI industry’s biggest players and aspirants include some of the same tech giants Congress has sharply criticized, including Google and Meta. Here too, Altman deftly seized an opportunity to curry favor with lawmakers by emphasizing distinctions between his industry and the social media industry.
As the CEO of OpenAI, Altman, perhaps more than any other single figure, has come to serve as a face for a new crop of AI products that can generate images and texts in response to user prompts. In interviews this year, Altman has presented himself as someone who is mindful of the risks posed by AI and even “a little bit scared” of the technology. Others want Altman and OpenAI to move more cautiously. “I think moving with caution and an increasing rigor for safety issues is really important,” Altman said at an event last month. “The letter I don’t think was the optimal way to address it.”– CNN’s Jennifer Korn contributed to this report.
OpenAI CEO Sam Altman testifies before a Senate Judiciary Privacy, Technology & the Law Subcommittee hearing titled 'Oversight of A.I. : Rules for Artificial Intelligence' on Capitol Hill in Washington, May 16, 2023. The hearing came after Altman met with a receptive group of House lawmakers at a private dinner Monday, where the CEO walked through risks and opportunities in the technology. After the hearing, Blumenthal told reporters that comparing Altman's testimony to those of other CEOs was like "night and day." "Some of the Big Tech companies are under consent decrees, which they have violated.
OpenAI CEO Sam Altman spoke to an engaged crowd of about 60 lawmakers at a dinner Monday about the advanced artificial technology his company produces and the challenges of regulating it. The wide-ranging discussion that lasted about two hours came ahead of Altman's first time testifying before Congress at a Senate Judiciary subcommittee on privacy and technology hearing on Tuesday. The dinner discussion comes at a peak moment for AI, which has thoroughly captured Congress' fascination. "There isn't any question where he pulls back on anything," she said, adding that lawmakers had very thoughtful things to ask. Khanna said the question of openness of the model is something he's discussed with Altman before, though not at Monday's dinner.
AI Has Finally Become Transformative
  + stars: | 2023-05-16 | by ( Martin Casado | ) www.wsj.com   time to read: 1 min
Speaking to a Senate subcommittee on May 16, 2023, OpenAI CEO Sam Altman, IBM chief privacy officer Christina Montgomery and NYU professor emeritus Gary Marcus gave suggestions for regulating the AI industry—and highlighted the associated perils. Images: AFP/Getty Images/Reuters Composite: Mark KellyArtificial intelligence has generated tremendous value across many applications over the last decade, including search, ad targeting and recommendations. But nearly all these gains have gone to tech giants such as Google and Facebook . Despite the hoopla—and a lot of related startup activity—AI hasn’t brought a market transformation similar to the internet or mobile, in which an entire new class of companies emerge and become household names. That may soon change.
Persons: Sam Altman, Christina Montgomery, Gary Marcus, Kelly, hasn’t Organizations: IBM, Getty, Google, Facebook
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