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Coles A Unified Theory of Cognition at Village Green Shopping Centre in Vernon, BC
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This book began with a practical question: could AI filter out enough bad trades to improve the long-term results of an automated trading system?
AutoTrading AI was built, tested, deployed, and audited. When promising historical results failed to hold up against new data, the project led to a deeper question: what had the models actually learned?
A Unified Theory of Cognition traces how that engineering inquiry developed into a broader investigation of cognition, structure, world models, and decision-making. It examines what models learn, why internal consistency can diverge from reality, and how a finite cognitive system can revise its understanding under incomplete information.
This is not a trading guide, investment advice, or a promise of returns.
This book began with a practical question: could AI filter out enough bad trades to improve the long-term results of an automated trading system?
AutoTrading AI was built, tested, deployed, and audited. When promising historical results failed to hold up against new data, the project led to a deeper question: what had the models actually learned?
A Unified Theory of Cognition traces how that engineering inquiry developed into a broader investigation of cognition, structure, world models, and decision-making. It examines what models learn, why internal consistency can diverge from reality, and how a finite cognitive system can revise its understanding under incomplete information.
This is not a trading guide, investment advice, or a promise of returns.
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