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Three’s Company: When LLMs Argue Their Way to Alpha

TL;DR for operators Portfolio teams do not need another chatbot that confidently explains why yesterday’s price move was “driven by sentiment.” They need a system that can split research work into specialised roles, force disagreement into the open, log the reasoning trail, and turn messy inputs into a decision that a human can inspect before money moves. ...

August 18, 2025 · 15 min · Zelina