~/talk

Stop Writing the Analysis Script: Let the Data Decide What to Look At

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A manual trading indicator built from ~75–79 million rows and 1,180 trading days becomes a fast experiment when fed to Claude rather than hand‑coding rules; within ~10 minutes the model tests ~9,500 trades, surfaces a ~48% direct predictor and a nowcast at ~77%, and moves a simulated result from −$139k to +$37k (Δ ~$177k). Uses Opus/Fable variants, requires prompts with cautions and checks (forward‑return timing bug), and warns that AI will produce plausible but sometimes misleading answers.

AI-written summary · about

  1. 0:00Data analysis challenges
  2. 2:34Manual trading indicator
  3. 7:34Manual to AI analysis
  4. 11:49AI data mining demo
  5. 20:39AI analysis lessons
  6. 26:02Final insights
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