01
How defensible is OpenAI's position in frontier AI?
A three-year investigation into distribution, compute, and whether model capability is becoming a commodity.
FLOWWhere private markets get figured out.
A living research network for investigating private companies, challenging ideas, and building a permanent record of what we learn.
The fundamental unit is not a post. It is a question worth staying with.
01 — 04What are we trying to understand?
Add evidence, challenge, connect.
Make the reasoning permanent.
What are people trying
to figure out?
Not a feed of opinions. A working index of the questions, evidence, and unresolved ideas moving through private markets.
02
Can humanoid robotics become an industrial business?
Following the gap between a compelling demo and repeatable unit economics in the physical world.
03
Is information advantage durable in prediction markets?
What compounds when a market becomes both a venue for belief and a source of public data?
How defensible is OpenAI's position in frontier AI?
The strongest current interpretation: OpenAI's advantage is shifting away from the model itself and toward the workflows, distribution, and trust built around it.
Capability is diffusing. The durable moat will belong to the company that turns capability into an indispensable daily system.
Companies worth
looking into.
01
OPENAI
Frontier AI · San Francisco
02
ANTHROPIC
Frontier AI · San Francisco
03
SPACEX
Space infrastructure · Hawthorne
04
ANDURIL
Defense technology · Costa Mesa
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