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AI teams can split up work. Who sets the limits?

Ethan Mollick says AI systems that use tools can now divide research tasks among themselves. His examples show less need to plan every step by hand. But a human still needs to set the goal, check the work, and decide when to stop.

Source: One Useful Thing · Oct 1, 2026Read original source
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Governance & Safety

An AI safety pledge needs a way to stop a launch

Zvi Mowshowitz examines a reported voluntary White House AI safety accord. It calls for company checks and outside review. The real test is whether reviewers can see problems and leaders will act on them.

Don't Worry About the Vase · Sep 30, 2026
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Governance & Safety

A driverless car can spot danger and still crash

At a driverless racing event, a car stopped after losing its sense of position. A following car crashed into it. Teams have offered explanations, but the report does not provide enough vehicle data to judge safety on public roads.

WIRED · Oct 1, 2026
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Research & Science

An AI companion said it remembered. What actually ran?

In a nine-person prototype study, users rated an AI companion’s memory well even though two memory steps had not run. A convincing claim about memory is not a record of what the system did.

arXiv · Sep 30, 2026
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Culture & Human Agency

A brain-scan system rebuilds images, not thoughts

Researchers at the Weizmann Institute used brain scans and AI to make rough versions of images people viewed. The results were imperfect. This does not let anyone read unspoken thoughts or dreams.

MIT Technology Review · Oct 1, 2026
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Research & Science

A better fairness score can hide who gets hurt

A preprint tested six fixes to a college early-warning system after it made predictions. Errors moved, but the fixes did not lead to steady gains across groups. One score cannot show who gets wrongly flagged or missed.

arXiv · Sep 29, 2026
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