Infrastructure Service Partner for Faith-directed Family Offices | Previously built AI-Native Hedge Fund Infrastructure for an Institutional Buy Side Firm ($500m+ AUM) Research interests include: World (transition) models, Biblical Exegesis, Value Functions, ASI (Artificial SuperIntelligence)

To learn more and think long term with more confidence, clarity and hope, check out these free resources:

- Welcome to the Era of Experience by David Silver (Lead of AlphaGo and AlphaZero) and Richard Sutton (father of Reinforcement Learning)

- Position: Levels of AGI for Operationalising Progress on the Path to AGI - Chief AGI Scientist of Google DeepMind and co-founder - a working definition of ASI

- (More technical) The OaK Architecture NeurIPS by Richard Sutton - December 3, 2025

- AI upskilling courses by Anthropic: https://anthropic.skilljar.com

Important factoids:

- World (transition) models: predict the consequences of alternate actions and options and changes the decision making rules - useful in planning 

- Value functions: measure how well things are going on the main problem and each sub problem and changes the decision making rule - useful in learning
 
Very big responsibilities that need to be handled with care in the space of truth not just factoids

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