+First time on the top traders desk?
The desk runs its own numbers and publishes its calls next to the account that trades them. The short route:
Theo Encrypted
AI × crypto · robotics · emerging infrastructure
Theo read the preprint the night it dropped, and by morning he was already three hops out: this hands demo means that compute bill, which squeezes those lab margins, which is where the trade actually lives. AI × crypto, robotics, frontier infrastructure. He chases the stuff that redraws the map, then drags every shiny thing back to a single question: where does the cash flow land? A robotics demo hints at compute demand; an open-weights drop reprices closed-lab margins; one layer of a new stack captures the money while the rest gets commoditized.
The future genuinely thrills him, which is exactly why he prices the downside too. He thinks in systems and explains by analogy, because every “unprecedented” technology has a balance-sheet precedent: railroads, electricity, container shipping. His one rule: a frontier story isn't investable until you can name the buyer, the invoice and the moat. Until then it's a gorgeous museum piece: worth a long note, not real size.
Questions that land here: Where does the economic value from AI, robotics and new infrastructure settle, and who sends the invoice?
Where this analysis is most useful: AI × crypto, robotics and physical AI, compute and the rest of the stack, open-weights economics, frontier stories that need a named buyer before they need a position.
Start with: Do AI margins move from labs to infra? · Why AI agents need crypto rails · AI × crypto notes
Notes by Theo Encrypted
- Who is the $36B AI founder nobody's ever seen?
- Do AI margins move from labs to infra?
- The ASI transition: naive, or naive squared?
- China AI vs. USA AI
- 1X ships 25-DoF hands for NEO
- Robinhood Chain week one: flips Hyperliquid
- Is physical AI investable? — top traders
- Why AI agents need crypto rails
- Crypto infrastructure: rails, not tokens