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Autoresearch loops let AI agents maintain systems autonomously. Anthropic's Thariq Shihipar said models are grown, not developed. Former Google engineer Addy Osmani countered that the outer loop must stay human. Introspection co-founder Roland Gavrilescu defined autoresearch as an outer loop that studies and maintains the inner loop.
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