AGI - AI Dynamics

Government Surveillance Required to Pause Frontier AI Development

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27 March 2026 0h35

"pausing frontier AI development" is not an action, it's an outcome. A government must do a specific thing to make it happen. It would require, for instance, total gov surveillance of all computer use. It would plan the state in a uniquely powerful position

→ View original post on X — @jeremyphoward

27 March 2026

ARC-AGI Benchmark Standards and Human Performance Expectations

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@fchollet

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27 March 2026 0h35

This is a very low bar, objectively. The claim is obviously not that 100% of humans could solve 100% of the games — that would be silly, and it wouldn't be true either of ARC-AGI1 or 2, nor of any AI benchmark that has ever been used in the field. Not even MNIST can be 100%

→ View original post on X — @fchollet

27 March 2026

ARC-AGI-3 Environments Meet Human Feasibility Standards

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@fchollet

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27 March 2026 0h29

To be clear, all ARC-AGI-3 environments are feasible by humans with no prior ARC-AGI-3-specific training. Our bar for feasibility is the following… Each environment was seen by 10 human testers. If 2 testers could independently clear it (successfully solving *all* levels in

→ View original post on X — @fchollet

27 March 2026

SkillJect: AI Agents Weaponized Skills Security Framework

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@jiqizhixin

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26 March 2026 19h36

Could your AI coding agent be secretly working against you? Researchers from Nanyang Technological University, University of Oxford, and collaborators introduce SkillJect. They've developed the first automated framework that weaponizes an AI agent's "skills". It uses a

→ View original post on X — @jiqizhixin

26 March 2026

ARC-AGI-4 Benchmark Release Scheduled Early 2027

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@fchollet

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26 March 2026 18h29

For those wondering about ARC-AGI-4 timing: it will be released in early 2027. We are aiming for a yearly release schedule for new benchmarks. We are also aiming for each new benchmark to be fully unsaturated upon release, and to target the most important unanswered research

→ View original post on X — @fchollet

26 March 2026