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AI researchers find Claude's performance declines as conversation context grows

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Developers have observed that Anthropic's Claude AI shows declining performance as conversation context expands over time. The model operates most effectively at the start of interactions when context is minimal and condensed. Unlike humans, Claude has no memory between requests and must re-process the entire conversation history with each new message. This leads to attention dilution, especially when context contains corrections or stale information. Researchers recommend starting new sessions for distinct topics to maintain optimal performance.

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AI researchers find Claude's performance declines as conversation context grows · ShortSingh