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Large Language ModelsHacker NewsPublished: Jul 22, 2026, 06:00 JST

TokenPath offers token-level citations for LLM outputs via attention analysis

TokenPath, a tool shared on Hacker News, enables token-level citations for large language model (LLM) outputs by reading from attention mechanisms—the computational pathway an AI uses to decide which parts of its input to focus on when generating text.

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