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 →
Answered raw tape
D 5 · C 5 · P 5 · Cm 4 4.85
Q Sorry, I have a question. Like, when you say he's gone and found this, or something has happened, is he texting you? Is he using, you know, Telegram? Do you have mission control? Like, how, how do you, how, how are you communicating with him?
A So I, I don't really believe in the mission control stuff or multi-agent. I just have Larry as the, the one agent that I text through WhatsApp and we just message like you would an employee. So nothing fancy, uh, Larry, what are you generating today? Take a look back through the, the previous winners. This was back then is all automated, um, in the Larry scale now that he will every now and then go look at your TikTok analytics and find out what the winners were. But this was the stage of, of building it and building the system, finding out what worked. So it was still very much me saying, hey, go look at, go look at the TikTok analytics.
AI assessment note: “I just have Larry as the, the one agent that I text through WhatsApp”
Answered raw tape
D 5 · C 5 · P 4 · Cm 4 4.60
Q management tool, slideshow tool, and then I'm going to go hire people to go, or do it myself, and I'm going to go do it. But there's this, Shift that's happening right now that instead of basically going to a tool to automate a function, you say to yourself, okay, if this was an AI employee, how can I spin this up? And that's, that's what you did, right, Oliver?
A Yeah, so I just thought of Larry as a AI employee, almost like a virtual assistant, uh, hiring a virtual assistant with one job to do this one thing, and that was his sole purpose, to go research, go find out as much as he could about slideshows in my niche, and figure it out himself, and he started to do a very good job. So, This is the first slide he created, um, and instantly you can tell it looks rubbish. So this was created with the Dali three, um, image model, and then it goes into a slightly better model afterwards, but because the image looked AI, it was a massive turnoff. Users didn't like it, the format was wrong, it had the black bars, and that's why it flopped. And then we started trying more hooks. You can see then he started trying facial reactions because they were trending at the time. The problem with this is humans are extremely good at recognizing what a human is, which makes us extremely good at recognizing what an AI human is. And I still don't think it's fully nailed, uh, Gemini just released Nano Banana II, and I've seen some very good images created on that, but I've not tried it myself to, to go in depth. So we kept, we kept trying, and then we finally hit our first banger of 137,000 views here, and it was the hook.
AI assessment note: “Yeah, so I just thought of Larry as a AI employee, almost like a virtual assistant”
Answered raw tape
D 5 · C 5 · P 4 · Cm 4 4.60
Q to people who, who've seen OpenClaw, who might have installed it, barely use it, um, but have also seen, like, co-work and some of these other cloud hosted, you know, Manus now has a, you know, sort of OpenClaw competitor, like a lot of these, you know, co-work cloud hosted versions. Like, what do you say, like, why, my point is, why is OpenClaw better than whatever cloud alternative exists?
A The key one is you own it. It's in your house, you own the files, you have a lot of control over it. However, I use Manus a lot, and I think Manus is excellent, um, especially with the integrations it has out of the box. If you're sat on the fence about if you think OpenClaw is going to be useful to you, and you're one of these crazy people that wants to buy a Mac Mini just for OpenClaw, I would highly recommend just starting with Manus, seeing what you can achieve with that, um, and You definitely don't need a, a whole Mac mini for open core. The, the minimum requirements are very low. Just get something that hits those minimum requirements and has a lot of storage to, to store all the work that you do on it.
AI assessment note: “The key one is you own it. It's in your house”
Answered raw tape
D 5 · C 5 · P 4 · Cm 4 4.60
Q Absolutely. Uh, You know, for people who want to get started, um, you know, we can leave it at this. Like, what do you suggest and, and just fire people up, you know, about this. Like, what, what can you say that fires them up to motivate them to actually do this?
A I think if you want to get started, Larry Brain is the best place to get started. It is not just a skills marketplace. It is one subscription, and your agent gets the entire context of all the skills. So when you first get OpenClaw, you will ask it questions, and it won't know how to do stuff, and you have to give it skills. If you get Larry Brain, you get the context of the entire marketplace, so you can ask your agent to do something. It will say, oh, there's a Larry Brain skill available for that. Do you want to download it? You download it, and then it can instantly start helping you. The Larry Skill is one of them. The Super X Alternative I mentioned is one of them. They're both free, so you can get Larry Brain, test it, find out how it works, and then we've got over 80 skills now available for you to download, and its main goal is to help you achieve your goals. So you say, I wanna, I wanna do this, I wanna make more money. Oh, here are the skills available to help you do that. I think that will massively help anyone Download an open crawl for the first time. Speed up. And I think a lot of the people who you mentioned who are stuck, they don't know where to go with it. They downloaded it. It's not working for them. I think that's gonna, that's gonna supercharge their, their open crawl account.
AI assessment note: “I think if you want to get started, Larry Brain is the best place to get started.”
Answered raw tape
D 5 · C 4 · P 5 · Cm 4 4.55
Q like he kind of deviated away from what What, you know, you initially agreed upon. Is he, did you tell him like, hey, go and look at other accounts or specific formats? Like what, basically what, What was your conversation like with him such that he has become independent and he seems to be coming up with new hooks that, uh, seem to be, you would think are somewhat validated.
A Yeah. So he's going back to his research to see what was working, but recently where we haven't been hitting the high converting videos, I've actually done a bit of manual brainstorming with him today. Um, And I could go into this with you. Let me just try and catch up to where we are. So he's, he's got my analytics. I also sent him some screenshots of things, and he, he got it wrong, but, um, he thought he sent 37 drafts, but it was only 37 new notifications for TikTok. Anyway, um, I asked him why he's chosen some hooks that he's generated, because they didn't sound very good to me. So you can see here, he goes through, um, here are my hooks based on the winning formula. A family member roast plus a specific insult. Plus showed them AI. So then he, he explains himself of these are working, these were getting views, these are proven forms, and then I've said, I don't think that looks like hooks are actually the best ones. I think there could be ones, or what AI thinks it could look like ones are. So he goes, you're right, looking at the data again, the winners are, aren't insults, they're reveals. And then he Explains himself. 200,000 views. This one got a 109. This one got 419. And then he realizes the hook is curiosity and AI. And then I'm just like, it gives me some things. To be honest, I didn't even read them. I just saw the numbers were pretty much the same. And I, I said…
AI assessment note: “I asked him why he's chosen some hooks that he's generated”
Answered raw tape
D 5 · C 4 · P 4 · Cm 4 4.30
Q Are you using any local models or, you know, talk us through what models you're using, and there's a lot of debate now around, you know, Opus 4.6, ChatGPT, I think launched a new one. What is it? Five four?
A Five three? So I, I was so close to moving to OpenAI the other day, but their, their useful model, their useful plan that I'll find useful is 200 pounds a month. Uh, the one before that is 20, and that's a huge leap if you're not gonna find use, and you just want somewhere in the middle ground. I use, um, Opus, I use Claude Banks Plan, and I just use the 90 pounds a month plan, Because I don't need the full one for 200. I don't, I do slightly more than the, the non-pro plan, so it fits perfectly for me, and I think that's what lets OpenAI down. I've not tried any of these edge case models like Kimmy or something like that, just because, to be honest, uh, not that I don't trust them, I just don't think they've had enough real world use. Uh, I'd rather go with the market leader in things like AI because, let's be honest, anthropic, Um, open AI are the cutting edge. So I'm gonna, I'm gonna stay there and trust, trust they know what they're doing.
AI assessment note: “I use, um, Opus, I use Claude Banks Plan”
