The Harness as the only mutable surface: self-evolution of LLM agents in credit pipelines is confined to the runtime harness with fixed model weights
Read the original at arxiv.org→arXiv:2610.10629v1 Announce Type: new Abstract: Self-improving LLM agents can adapt a credit pipeline to a changed rule, but an agent that rewrites itself destroys the artefact a supervisor reviews: a named change,...
Original headline: "The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate"
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- Oct 9, 04:00 UTC arXiv cs.AI lead source The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate