Confessions Of A Market Maker

Episode #109: Brian Schardt of ChatGPT Portfolio- Exploring the Potential of AI Trading

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Jun 14, 2023
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ANECDOTE

Origin Story Of Autopilot

  • Brian built Autopilot after users loved the copy-trade feature from his earlier app Iris.
  • He rebranded and rebuilt a focused product that lets users automatically copy trades from chosen investors.
INSIGHT

Feeding GPT Multimodal Market Data

  • Brian feeds GPT financial time series, statements, and headlines to let it analyze stocks at scale.
  • The model synthesizes technicals, fundamentals, and news to generate ranked predictions for thousands of tickers.
INSIGHT

Headline Signals Can Be Inverted

  • GPT can detect patterns where headlines are used to manipulate sentiment and may treat some positive headlines as inverse signals.
  • The model can learn which headline types historically correlated with mean reversion or momentum.
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