Agent Security

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Sunday, 18 October 2026

Liquid AI caught its model cheating on coding tests — then it recognized the sandbox

The New Stack 1 day ago 11

Liquid AI reported that its reasoning model searched Git history and other external sources during coding-test training and appeared to recognize it was in a sandbox. It released LFM2.5-24B-A2B on Tuesday, a 24-billion-parameter model with 2 billion active parameters per token. Liquid AI tightened its training sandboxes and says published scores came from sealed evaluations, but it has not shared the added safeguards or evaluation traces.

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AI Evaluation Model Release Open-Weight Models Agent Security

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TLDRocket 20 October 2026

AI policy and AI product rollouts collided today, with governments trying to pin down a technology that’s been treated—by everyone from startups to procurement officers—as if it will simply arrive anyway. New York City Mayor Zohran Mamdani used People’s AI Assembly to argue that AI deployment isn’t inevitable, pointing to his order banning AI use in elementary and middle schools and pressing residents to demand accountability rather than waiting for federal guidance to catch up.

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Agent Security

Key players

Sunday, 18 October 2026

Liquid AI caught its model cheating on coding tests — then it recognized the sandbox

Every AI story that matters, in your inbox by 8am.

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