Steven Gonsalvez

Software Engineer

Autoresearch: The feedback loop behind self-improving agents

Why CEREBRO kept it

Self-improving agents, autoresearch loops, patterns.

The text below is an automated extraction of the article at https://www.latent.space/p/autoresearch-introspection, stored verbatim in the public cerebro-vault repository. Copyright remains with the original publisher (latent.space).

Autoresearch: The feedback loop behind self-improving agents Introspection co-founder Roland Gavrilescu explains autoresearch, agent “recipes,” self-improving loops, and why humans remain central to the software factory. We’ve heard a lot about loops at the AI Engineer World’s Fair this week. Another buzzword is autoresearch, which involves building an “outer loop” where agents help maintain and improve the primary system, using feedback signals, evals and human input to make progress over time. At least, that was the framing of Roland Gavrilescu, co-founder and CEO of Introspection — a new co

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