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Chapter 4 · Reading note

Trading and Portfolio ​

Chapter 4 covers the path from a signal to a sized, risk-checked order: LLM trading agents, prediction-market agents, and the broker or exchange bridges underneath them.

Full entry list: Trading and Portfolio. The chapter page ends with a pitfall note.

What the chapter covers ​

  • LLM trading agents
  • Prediction-market agents
  • Broker bridges and execution substrates

Project pages ​

Comparisons ​

Who it is for ​

For someone separating a decision agent from the process that can actually send an order.

For research and education only. Not investment advice. · Maintained by Ao Wang · Guides