Strategy, operations, AI, and company-building

I study how operators, companies, and AI systems actually work.

Essays, profiles, and daily reading notes on strategy, operations, AI adoption, business systems, and GTM.

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AI Systems The AI Control Plane

How companies coordinate agents, context, tools, and human judgment.

 Operations Operating Cadence

Management systems, reviews, rhythms, and the machinery of execution.

 GTM AI-Native GTM

How go-to-market systems change when workflows become agentic.

Recent Profiles

People worth studying.

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Profile 7 min read
Lessons from Will Brown Lessons from Will Brown Will Brown is a Research Lead at Prime Intellect working on open source research and infrastructure for agentic reinforcement...
Profile 7 min read
Lessons from Vincent Weisser Lessons from Vincent Weisser Vincent Weisser is the co founder of Prime Intellect and a builder at the intersection of decentralized AI, open source model...
Profile 7 min read
Lessons from Pim de Witte Lessons from Pim de Witte Pim de Witte built Medal into a massive gaming clips platform, then used that vantage point to start General Intuition, an AI lab...

Research & Deep Dives

Market, company, and research maps.

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Deep Dive Lakehouse Analytics Platforms: Snowflake Databricks ClickHouse and Open Table Formats — Industry Deep Dive

Lakehouse analytics platforms Executive summary The old warehouse versus lakehouse argument is no longer the most useful way to read the market. The...

 Research Explainer AI Delegation Is a Management Choice, Not a Capability Test

A study of 199 startup founders suggests AI adoption depends as much on managerial willingness to delegate work as on beliefs about model capability.

 Research Library Browse the full research layer

Industry maps, company deep dives, papers, reports, and technical shifts worth understanding.

Book Notes

A reference layer from books worth revisiting.

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Packaged versions of the durable essays and profiles on this site. Daily Digest entries stay out of the paid files.

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