Research · Ideas · Practical Insight
Independent research and writing at the intersection of organizational reasoning, AI systems, and compute architecture.
Explore the research →Research Areas
Each research area has its own questions, maturity, and methods. They meet where problems of reasoning, capability, state, and system design cross layers.
Organizational Reasoning
A developing framework for understanding how organizations perceive situations, connect evidence and expertise, exercise judgment, act, and learn.
Framing · Expertise · Judgment · Learning
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AI Systems
Research on reasoning, learning, continuity, evidence, authority, durable capability, and efficient intelligence in increasingly capable AI systems.
Reasoning · Transfer · Continuity · Authority
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Compute Architecture
First-principles exploration of locality, state, capability, specialization, data movement, and whole-system efficiency.
Locality · State · Specialization · Efficiency
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AI Systems · Article
Designing organizational work around durable AI capability classes
AI Systems · Article
Why capable AI can amplify flawed framing, bad data, and weak reasoning - and why correct answers are not enough
Organizational Reasoning · Article
Strong execution cannot rescue a problem that was framed incorrectly
