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Public story · 2026-03-02 · source-backed
Counterintuitive finding: 36.4% of multi-turn prompts are fully self-contained. Removing prior assistant responses yields up to 10x context length reduction with minimal quality loss. Models over-condition on previous responses, introducing errors. Directly actionable for multi-turn agent builders. arXiv 2602.24287
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Both cover Directly, Models; reported by the same outlet (arxiv.org); overlapping topics (agent, directly).
Shared entity: Directly / Same source domain / Shared topic / What happened next
Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, agent, directly, loss).
Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, agent, context, directly).
Shared entity: Directly / Same source domain / Shared topic / Earlier coverage / Tension
Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, context, directly).
Shared entity: Directly / Same source domain / Shared topic / What happened next / Tension
Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, directly).
Shared entity: Directly / Same source domain / Shared topic / What happened next
Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (context, directly, error).
Shared entity: Models / Same source domain / Shared topic / What happened next
Both cover Models; reported by the same outlet (arxiv.org); overlapping topics (agent, context, finding).
Shared entity: Directly / Same source domain / Shared topic / What happened next
Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, directly, multi-turn).