RAG, Fine-Tuning & ContextSam Martin, Fabien Roger

Martin and Roger publish Classifier Context Rot

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Published Classifier Context Rot — frontier models missed dangerous behavior that came after 800,000 tokens of harmless activity up to 30× more often

Why it matters

Empirical evidence that long-context limits also break down safety monitoring performance

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2605.12366

Added in Week 35, 2026 · See that week

On the map — ② RAG, Fine-Tuning line

  1. Previous stopMishra et al. publish SoK: Agentic Retrieval-Augmented Generation
  2. This record · stopMartin and Roger publish Classifier Context Rot
  3. Next stopKDDI Buffmee
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Same week

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Nearby on the same axis

Sun et al. present AutoSearchPaperDiagnosing and Mitigating Context Rot in Long-horizon Search publishedPaperWhat to Keep, What to Forget publishedPaperMishra et al. publish SoK: Agentic Retrieval-Augmented GenerationPaper