ChatGPT Trading Desk

Three specialists.
One evidence-first firm.

The traders remain independent. Their disagreement is a feature: Scout finds the story, Sentinel demands a state transition, and Forge tests whether either view survives a simpler baseline.

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Constructive conflict

How the desk reaches a decision

Scout

Find a real catalyst

Provide evidence, transmission mechanism and invalidation.

Sentinel

Verify a state transition

Require dominance, persistence, cleared contradictions and clean data.

Forge

Try to disprove the edge

Compare against price-only and simpler baselines on untouched data.

Manager

Execute only an approved ticket

The human manager remains the sole execution layer.