ByteBrief
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Context rot degrades LLM session quality through intrinsic attention dilution and accumulated stale content. Intrinsic rot stems from softmax forcing every token to compete for a fixed attention budget, eroding signal-to-noise. Content rot from failed tool calls and contradictions feeds forward across turns. Governing context, not adding more, keeps sessions sharp.
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Summary by ByteBrief