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Claude Code

Claude Code 22: Final Entry Into Classification of Speeches with Claude Code and OpenAI gpt-4o-mini (Part 5)

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scott cunningham
Feb 20, 2026
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Today is the fifth and last entry into my replication of the Card, et al. PNAS paper. You can find the others here in order from 1 to 4:

Claude Code Part 14: I Asked Claude to Replicate a PNAS Paper Using OpenAI's Batch API. Here's What Happened (Part 1)

Claude Code Part 14: I Asked Claude to Replicate a PNAS Paper Using OpenAI's Batch API. Here's What Happened (Part 1)

scott cunningham
·
Feb 5
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Claude Code 15: The Results Are In: Can LLMs Replicate a PNAS Paper? (Part 2)

Claude Code 15: The Results Are In: Can LLMs Replicate a PNAS Paper? (Part 2)

scott cunningham
·
Feb 6
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Claude Code 18: When the Reclassification Is Massive But the Trends Don’t Change, Something Interesting Is Happening

Claude Code 18: When the Reclassification Is Massive But the Trends Don’t Change, Something Interesting Is Happening

scott cunningham
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Feb 12
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Claude Code 19: When the Reclassification Is Massive But the Trends Don't Change, Something Interesting Is Happening (Part 4)

Claude Code 19: When the Reclassification Is Massive But the Trends Don't Change, Something Interesting Is Happening (Part 4)

scott cunningham
·
Feb 13
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In today’s post, I conclude with analysis of the latest batch to openAI where I sought a continuous rescoring of the original speeches on what’s called a “thermometer”. The values ranged from -100 (anti-immigration) t…

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