Plans Don't Persist: Why Context Management Is Load Bearing for LLM Agents
Standard LLM agents rely on plan content remaining in context rather than maintaining it as persistent state, with evidence shown through replay pairing diagnostics and compression…
Hugging Face · Daily Papers
·Aman Mehta, Anupam Datta
·
·▲ 1 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Aman Mehta, Anupam Datta
- 1 upvotes da comunidade
- Temas: context management, token eviction, plan signal, hidden-state cosine distance, layer-L32 probe, reasoning-trace confound
Resumo
Resumo original (em inglês), extraído do paper:
Standard LLM agents rely on plan content remaining in context rather than maintaining it as persistent state, with evidence shown through replay pairing diagnostics and compression stress tests.Onde ler
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