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AQuA's "self-improvement" updates research state, not the agent LM. What should a local port freeze?

This story is from 2026-08-20. It is preserved in the archive; the latest stories are on the live feed.

AQuA's preprint uses "recursive self-improvement" for a bounded research loop. It does not say the research-agent LM rewrites its own weights. The paper separates three objects: The language model driving the research agent and the evaluator stay fixed within each part. Each part has its own persis…

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  1. 2026-08-20 18:38 · r/LocalLLaMA
    AQuA's "self-improvement" updates research state, not the agent LM. What should a local port freeze?

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