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Lead story

AI needs an action record, not just a human approval button

Srikumar and Leibowicz studied four systems that let AI use tools to do tasks. They say key records are missing: who ran the system, what permissions changed, and when a person stepped in. An approval is hard to audit if no one can check what happened next.

Source: MIT Technology Review · Oct 29, 2026Read original source
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Research & Science

When an AI has two answers, it may need to say neither

Van and Tran test what happens when a source disagrees with what an AI already knows. Their method can choose either answer or hold back. Its test gains partly depend on knowing how often the source is right, a number real users may not have.

arXiv cs.AI · Oct 26, 2026
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Agents & Automation

In one game, past choices beat what users said

An early research abstract describes a game with 42 users across 1,260 rounds. AI predictions based on conversation did not beat those based on past choices overall. The finding is about that game, not whether workers will use a new tool.

arXiv · Oct 27, 2026
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Models & Capabilities

AI can draft an emergency alert. It cannot check itself.

Grist reporting carried by WIRED shows how an AI-drafted warning can sound clear while leaving blanks or getting a location wrong. A qualified person still needs to check facts, recipients, and instructions against official sources before any real alert goes out.

Oct 28, 2026
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Culture & Human Agency

A death clock gave one reporter more worry, not proof

Jason Parham tried a health app that predicts how long someone might live. His estimate changed with questionnaire answers, and he describes more anxiety and follow-up prompts. His experience does not show whether the app helps or harms people overall.

WIRED · Oct 29, 2026
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Culture & Human Agency

AI-assisted proofs may be big. Verification still comes first.

WIRED spoke with computer scientists after OpenAI and Anthropic published claimed AI-assisted proofs challenging a long-held theory. Researchers describe excitement and the cost of reading a flood of new work. The proofs still need independent checks and a clear explanation.

WIRED · Oct 29, 2026
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