Robotics · Semiconductors · Automation
The Physical AI Stack
A framework for separating durable infrastructure from short-cycle enthusiasm across the robotics value chain.
Search public and private companies, people, funds, markets, tools, and research.
Research organized around structural change, business economics, evidence, risk, and the conditions that would break the thesis.
Robotics · Semiconductors · Automation
A framework for separating durable infrastructure from short-cycle enthusiasm across the robotics value chain.
Grid · Generation · Thermal management
Follow the constraint: how growing compute demand changes the opportunity set beyond the data-center operators.
Liquidity · Pricing · Company quality
A disciplined checklist for evaluating access, transfer restrictions, price discovery, and concentration risk in private shares.
Supply · Returns · Competition
Why great narratives can produce weak returns—and how new capacity, financing conditions, and competitive response reshape a thesis.
Risk · Asymmetry · Survival
A practical system for expressing conviction without allowing one decision to determine the future of the portfolio.
Tax · Estate · Concentration
The decisions founders and business owners should coordinate before a transaction makes those choices expensive—or impossible.
Explain what is changing, why now, and which part of the value chain may capture the benefit.
Separate observed facts, reasonable inference, and unresolved questions.
Name the risks, disconfirming signals, and maximum acceptable exposure before acting.