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 →

William Beauchamp no published score: only 2 usable exchanges 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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2exchanges match
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Answered raw tape D 5 · C 5 · P 5 · Cm 4 4.85

Q you to start the company. Then what was maybe the initial idea, Mace? Because, you know, if you think about, if somebody told you that was the hugging face founding story, people might believe it. It's kind of like a similar ethos behind it. How did you land on the product feature today? And like, maybe what were some of the ideas that you discarded that initially you thought about?

A So the first thing we built, it was fundamentally an, an API. So nowadays people would describe it as, like, agents, right? But anyone could write a Python script, they could submit it to the CHI backend, and we would then host this code and execute it. So that's like the developer side of the platform. On their Python script, the interface was essentially text in and text out. An example would be the very first bot that I created. I think it was a, like, a Reddit news bot. And so it would first, it would pull the popular news. Then it would prompt whatever, like I just used some external API for like BERT or GPT-II or like it was a very, very small thing. And then the user could talk to it. So you could say to the bot, hi bot, what's the news today? And it would say, this is the top stories, and you could chat with it. Now, four years later, that's like perplexity or something. That's like the, Right. But back then, the models were, first of all, like, really, really dumb. You know, they had an IQ of, like, a four-year-old. And users, there, there really wasn't any demand or any PMF for interacting with the, with the news. So then I was like, okay, um, clearly no PMF for that, so let's make another one. And I made a bot which was like, you could talk to it about a recipe. So you could say, I'm making eggs. Like, I've got eggs in my fridge. What should I cook? And it'll say, yo…

AI assessment note: “So the first thing we built, it was fundamentally an, an API.”

Answered raw tape D 4 · C 4 · P 4 · Cm 3 3.85

Q And what, why is that? Do you have any insight on that?

A I think it's just the human psychology. I think it's just the idea that with old school social media, you're just consuming passively, right? So you'll just swipe. If I'm watching TikTok, just like swipe and swipe and swipe. And even though I'm getting the dopamine of like watching an engaging video, there's this other thing that's building my head, which I'm feeling lazier and lazier and lazier. And after a certain period of time, I'm like, man, I just wasted 40 minutes. I achieved nothing. But with AI, because you're interacting, you feel like you're, it's not like web, but you feel like you're participating and contributing to the thing. You don't feel like you're just consuming. So, you don't have a sense of remorse, basically. And, you know, I think on the whole, people, the way people talk about trying and interacting with AI, they speak about it in an incredibly positive sense. Like, we get people who say they have eating disorders, Saying that the AI helps them with their eating disorders. People who say they're depressed, it helps them through like the rough patches. So I think there's something intrinsically healthy about interacting that TikTok and Instagram and YouTube doesn't quite tick. From that point on, it was about building more and more kind of like human centric AI for people to interact with. And I was like, okay, let's make a Kanye West bot, right? And the…

AI assessment note: “I think it's just the human psychology. I think it's just the idea”

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