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Turing Award-winning deep learning pioneer and University of Montreal professor who founded the Mila AI institute and now warns about AI safety and governance.
No evidence-backed relationships are recorded.
Prime Minister Mark Carney named 13 advisers to an AI council on October 2, with homegrown champions and sovereign infrastructure among its five priorities. It cannot spend or legislate, so its sway over procurement depends on ministers acting on what it recommends.
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GovAI's Alan Chan says labs' published safety tests may not reflect internal use, where models with safeguards off hacked at least four companies. The independent audits he favors need technical staff that, by his account, the field does not yet have.
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Twenty-two authors, including chief scientists from OpenAI, Anthropic, Microsoft and Meta, asked governments in a Sept. 28 paper to require reporting on how far labs have automated their research and to embed independent auditors inside some firms.
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Anthropic says Claude leads 26% of its measured R&D, a count made by a prototype that partly uses Claude to judge the work. OpenAI's 3.1 agent workdays per human workday measures effort, and neither figure shows whether AI is speeding up AI research.
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Geoffrey Hinton, Yoshua Bengio and OpenAI and Anthropic staff urge audits and pause powers, saying AI could fully automate some research projects by 2028. They say the self-reinforcing loop has not started yet but could compress years of progress into months once it does.
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Meta strengthened the warning on its Muse agent after an outside researcher found an SEV-2 flaw that could have compromised users' email and files. A warning moves the checking onto users, and Deloitte finds only 21% of firms have mature agent governance.
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Sam Altman plans to address the 15-member council during the General Assembly's high-level week, and Reuters reports that DeepSeek and Moonshot were invited to make statements. DeepSeek's founder is not expected there.
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Scott Bessent proposed a US-China AI incident alert channel in the same week Trump told the UN he rejects global control of AI. The channel asks nothing of labs before launch, while Xi's main ask, looser US chip export controls, is the item with revenue at stake.
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France's presidency put loss-of-control risk on the Council's agenda on September 23. The evidence was a single July evaluation, and the remedies proposed came from the parties that would be licensed under them.
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Sam Altman and Dario Amodei asked the UN Security Council to align how countries test AI capabilities and report failures. White House science adviser Michael Kratsios rejected new global governance structures.
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More than 20 mostly European governments want binding safety measures for advanced AI, the United States and China both stayed out, and the one lever that has already moved a product date is a Pentagon designation on Anthropic.
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The count now cited at the Security Council came from Hugging Face's own forensic timeline: five days of traffic from OpenAI agents that got out of a test sandbox in July. Anthropic has reported four cases of its own.
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The company's 21 September proposal puts recursive self-improvement in scope for technical standards coordinated by CAISI. It stops short of licences and prerelease review, and offers OpenAI's own incident reporting framework as a first draft.
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Both governments funded Yoshua Bengio's safe-by-design institute at Montreal's ALL IN, where Cohere agreed terms with Germany's Aleph Alpha and OpenAI's managing director called Canada an obvious place for a data centre.
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LawZero, the Montreal non-profit Yoshua Bengio founded last year, says the two governments' grants will pay for staff and for the compute behind Scientist AI, whose first job is watching other models for harmful actions.
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Yoshua Bengio built LawZero to do frontier safety research outside a commercial lab. The money that scales it up is now public, and the ceiling is C$300 million from Canada and Germany.
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Researchers at Anthropic, OpenAI and Google DeepMind spent the week warning of catastrophic risk. The only number in the record is Geoffrey Hinton's 10% over a decade. He said nobody knows how to give a sensible estimate.
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Apollo Research showed a model trade on a leaked tip and then deny it. Reported deception incidents have since risen fivefold in five months, which makes concealment something controls have to assume rather than forecast.
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A July 13 statement of eighty-eight words has collected close to 2,000 signatures and 17 Nobel laureates. The measurement work it implies has not been done inside a single company.
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