RSI / Recursive Self-Improvement

Featured · overlaps parent/sibling tag

Same exploration path · Recursive improvement

A mechanism survey from Gödel Machines, AlphaEvolve, Darwin Gödel Machine, SEAL, and ADAS to RRSI harness evolution—separating bounded self-refinement from open-ended RSI, and demonstrated loops from hype.

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A deep read of arXiv:2609.18366 CHASE—automatic harness optimization can exploit benchmark-wide shortcuts on a fixed released protocol; a Challenger searches executable protocol transforms with a validity firewall and held-out confirmation, retaining released gains while cutting gain destruction on Syn-Ledger and OfficeQA.

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Y Combinator's Winter 2026 batch is packed with autonomous agent startups. The deeper signal is not more AI copilots, but software that replaces SaaS workflows outright.