The Exchanges

Every argument clarity score on this site is built from rows on this page. Each question and answer was assessed with names hidden, the host's own answers included, on four things from 1 to 5: directness (does it answer the question asked), coherence (do the ideas follow), precision (concrete details and clear references), compression (says a lot per word). The weighted mix (30/30/25/15) is the exchange score. A person's published score averages their exchange scores on raw tape only, at least 8 of them, shrunk toward the cohort mean. Full method →

Teddy Warner no published score: only 1 usable exchange on raw tape, and a fair score needs 8+ record → ← everyone

Every exchange below was scored with names hidden, four dimensions each from 1 to 5. An exchange's score is 0.30·directness + 0.30·coherence + 0.25·precision + 0.15·compression. The published score averages the raw tape exchange scores and shrinks small samples toward the cohort mean, so five great answers can't beat twenty good ones. Produced feed rows count only toward coarse estimates, never toward a full score.

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Answered raw tape D 4 · C 4 · P 4 · Cm 4 4.00

Q That's fantastic. Uh, talk to me about the tech stack. I imagine that you mentioned command lines. Are you doing post training on a, on a foundation model? Are you using llama open source stuff? Like what, what, how do you actually, uh, Solve the technical problem. What, what is deeper in the supply chain of your tech stack?

A So there's, as I mentioned earlier, like seemingly everyone is focused on vertically integrating control policy. All the big companies are doing this and you get big horizontal companies that are awesome, like physical intelligence. And I really don't want to compete with these people. In fact, I want to work with them. And so when I initially put my mind to how do I construct this architecture? I, I had to say like, okay, I absolutely need to be an augmentation atop the transformer layer. So after, uh, you know, a robot is told what to do by its decision transformer, I run this interaction layer. Now I want you guys, uh, you guys have both heard the phrase, time flies when you're having fun.

AI assessment note: “I absolutely need to be an augmentation atop the transformer layer.”

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