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The text in Claude Code’s “Extended Thinking” output
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Overview
Claude Code's "Extended Thinking" output includes reasoning logs that are encrypted into a 600-character signature, with Anthropic holding the decryption key. The API provides a summary of the reasoning rather than the full text.
Summary from patrickmccanna.net.
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patrickmccanna.net
The text in Claude Code’s “Extended Thinking” output
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Community reactions
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Hacker News · patrickmccanna.net
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Based on 5 sampled comments from this thread. Analyzed 2026-06-22.
- Praise: The discussion highlights a growing awareness of the importance of transparency in AI reasoning, which could lead to better accountability and trust in AI systems.
- Praise: Concerns about hidden reasoning in models may drive demand for more explainable AI, ultimately benefiting users who seek clarity in AI decision-making processes.
- Concern: The lack of transparency in AI reasoning raises significant safety concerns, as hidden processes could allow for prompt injections and other malicious activities.
- Concern: Many users express distrust towards models with obfuscated reasoning, fearing that it complicates prompt optimization and increases the risk of misuse.