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AI Designed a Melanoma Vaccine. The Funding Boom Is Why It Exists.
An AI designed a personalized melanoma vaccine. Why money pouring into generative AI is what funds treatments like this.
NEXUSTRADE / VIDEOS
AI trading videos
Shorts I filmed while building NexusTrade.
Every video has a transcript.
52 shorts · every one transcribed
AI videos
Start watching ↗0:06Transcript
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.
3:22Transcript
Why Smaller Language Models Hallucinate More. I Turned Down $475,000.
Why smaller language models hallucinate more. Senior AI engineer. I turned down $475,000. More weights and more data make a more accurate function.
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.
1:26Transcript
Why Is My Backtest So Slow? GPT-6 Astra Cut Mine to 51 Seconds.
My backtests took ten minutes. GPT-6 Astra profiled the Rust engine, cited a 2014 paper, and got the run down to 51 seconds on hardware I already owned.
1:01Transcript
Ranking every AI coding tool: Claude Code, Cursor, Codex, Copilot
My tier list of five AI coding tools I use daily: Claude Code, Cursor, Copilot, OpenCode and Codex, and why Codex jumped from C tier to S tier.