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The text in Claude Code’s “Extended Thinking” output

patrickmccanna.net

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Re: The text in Claude Code’s “Extended Thinking” output

#3
The full thinking logs are also a summary of a thinking process presumably consistent with one necessary to generate the provided answer. Nobody really understands how LLMs think. Thinking logs seem to be accurate, and summary thinking logs seem to be a good summary of the full thinking logs.

If it's useful, it's useful, enjoy. If you aren't comfortable with that, don't use LLMs. You aren't going to get a mathematical proof of your output, just learn to be comfortable with that, or opt out and be a goat farmer.

Re: The text in Claude Code’s “Extended Thinking” output

#7
It’s not surprising than the Sota model makers core goal is to get user dependent while denying them increasing amounts of understanding of how it works to form a deeply unhealthy dependency.

Tell me this. If you hired a junior engineer or designer who refused to explain their thinking on their code and how they solved for the spec what would you do?

(That being said the reasoning output is still a summary of the Kvcache)

Re: The text in Claude Code’s “Extended Thinking” output

#10

The full thinking logs are also a summary of a thinking process presumably consistent with one necessary to generate the provided answer. Nobody really understands how LLMs think. Thinking logs seem to be accurate, and summary thinking logs seem to be a good summary of the full thinking logs. If it's useful, it's useful, enjoy. If you aren't comfortable with that, don't use LLMs. You aren't going to get a mathematica…

I want to measure performance drift over time.

Having access to the reasoning text and output would help with performance measurement.

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