How we think about Essential AI, where we see structural opportunity, and what we learn from operating alongside portfolio companies.
An irregular newsletter sharing the best of our research across Essential AI, plus a “what we're watching” section that doesn't appear on the public site.
The Pentagon's $1.5T budget, Anthropic buying a bio lab, Siemens running humanoids in Erlangen, and Google underwriting fusion. Four frontier actors in one week, all paying real money to own the atoms. This is what Essential AI looks like when you watch the capital instead of the model leaderboard.
Read more →Shield AI raised $2B and immediately acquired a simulation company. The pattern is clear across Physical AI: platforms buy their enabling layers. The early-stage opportunity is building the components the platforms can't grow fast enough internally.
Read more →Bank of America projects humanoid robot costs falling from $35,000 to $13,000 within a decade. The chassis is a commodity. The value accrues to the orchestration layer: sim-to-real pipelines, vertical skill libraries, and fleet management software.
Read more →AI has already proven it works. The question now is where it becomes impossible to remove. We invest across three pillars: sovereign infrastructure, physical AI, and biology. Each connects directly to a substrate the world already runs on.
Read more →Essential AI is intelligence woven so deeply into physical systems that removing it means the system stops. Energy, transport, biology: the infrastructure the world runs on.
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