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 →

Alex Mashrabov 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.

clear all ✕
1exchanges match
1on raw tape
0redirected or not addressed
Answered raw tape D 5 · C 5 · P 5 · Cm 4 4.85

Q Alex, how big is the team today and how big is engineering?

A So this is a good question. We have roughly half and half split. So, 80 people engineering. And engineering is now really broad. I need to acknowledge that. Software engineering, machine learning engineering are always kind of traditional professions, but the amount of people who do automation, prompt engineering also increasingly grows. And the rest of the team are, we have maybe around like, 70 people creative team. Who are not native prompt engineers. And this actually is very important for us. We learn by external signals and internal signals how to make those models actually usable. How to empower creatives to actually use them. And what we are seeing is that one creative director can now make ad end-to-end, like, let's say within a day. Like, before that, it would take weeks, it would require to assemble, like, physical production crew, rent a lot of equip, equipments, book a space, and so on. And now it's completely different. So for us, we believe that Like, one of the core unlocks for Higgs field is to having creative team and engineering team working together.

AI assessment note: “80 people engineering... maybe around like, 70 people creative team.”

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