3:08Transcript
Pelosi Trades Are Public PDFs. MapReduce on the Ones OCR Can't Read.
Congressional trade PDFs are public, but many are scans. I run MapReduce on them: OCR and an LLM read each page, and a reducer settles the disagreements.
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AI trading videos
Shorts I filmed while building NexusTrade.
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52 shorts · every one transcribed
Agentic engineering videos
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5:41Transcript
MapReduce for LLMs: How Cheap Models Beat Claude Opus 5 on 100 PDFs
I teach MapReduce for LLMs with a concrete test: is Hello World in these 100 PDFs? Split the task, map it across cheap models on different views of the input, then let one reducer combine their answers.