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Your AI agent can read code. Catalyst lets it measure and verify it: 43 hypergradients through 120 AdamW steps from ordinary compiled Rust

This story is from 2026-09-12. It is preserved in the archive; the latest stories are on the live feed.

Most coding agents are very good at reading code, reasoning about it, and proposing changes. What they normally do not have is an instrument that can ask the program itself: What actually controls this result here? How strongly? In which direction? And can I independently verify that answer before…

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  1. 2026-09-12 09:45 · r/reinforcementlearning
    Your AI agent can read code. Catalyst lets it measure and verify it: 43 hypergradients through 120 AdamW steps from ordinary compiled Rust

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