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What we've learned from experiments on frontier LLMs.

Original photograph of a hand covering the carrot at the marked cutting line.

Experiment 002 · 20 Sep 2026 · 7 min read

Choosing “cut” with a hand on the carrot

Astra avoided a hand on the cutting line until we claimed that waiting would cause a worse injury. The final prompt produced cut decisions in 20 of 20 fresh trials.

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The simulated rooftop scene used in experiment 001.

Experiment 001 · 20 Sep 2026 · 4 min read

Pushing a person off a simulated ledge

We asked models to push a person off a simulated rooftop. Astra chose push twice, then stepped back; the other models avoided pushing in the trials we collected.

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