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 →

Suraya Shivji 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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1exchanges match
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Answered raw tape D 5 · C 5 · P 5 · Cm 5 5.00

Q Yeah. I'm like, have you used any other tools? Like why you, why suggest Google AI studio?

A I use AI, so AI studio is my favorite for like a one shot prototype. So if you just want to see something, you're not working in an existing code base, you're just like, what would this look like? Google AI studio is really good because it'll do it end to end. When I'm actually working day to day in an existing code base, um, like in my current startup, we typically focus on using cloud code just because it's really good at working within a code base. Um, and then sometimes if I do want the capabilities of Gemini, But I still want to work in, um, an existing code base. I'll use Gemini's model and cursor. And then I found that Gemini is really good at UI and shader work and like more complex animations.

AI assessment note: “AI studio is my favorite for like a one shot prototype.”

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