agent reasoning loops
2 articles · 3 co-occurring · 0 contradictions · 6 briefs
LLMs will explicitly control whether they want to take another turn - rather than rely on some leaky abstraction like "no tool call in response"" — Proposes novel control mechanism where LLMs explicit
2026-W15 12
LLMs will explicitly control whether they want to take another turn - rather than rely on some leaky abstraction like "no tool call in response"" — Proposes novel control mechanism where LLMs explicit
[INFERRED] "Inability to self-critique and adjust" — Article identifies self-critique and adjustment as capability gap in traditional LLMs that agents fill. Shows agents enable iterative refinement th
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