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Decide whether to expand or trim your AI context window: use a commitment ledger plus 48-hour recall, expanding only when handoffs span longer. Independent technical note mirroring the canonical version: https://withtai.com/blog/how-to-track-your-commitments-with-ai-48-hour-context-window-expand-or-trim.php Sources consulted: https://www.bluusun.com/
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Carson Drake (2026) studied this question.
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