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Most adults arguing on X never learned the difference between a strong reason and a weak one. @gakkuai is teaching it to kids. Look at the screenshots. The lesson is about school uniforms. The opinion is that uniforms are good, and the kid gets five reasons and has to pick the three that actually support it. "School uniforms are cool" gets marked weak. So does "I don't like picking out clothes in the morning." Then Raku, the character inside the app, explains why that second one fails. It only matters to one person. It doesn't connect to anyone else in the school. The same screen spells out the rule. A strong reason connects directly to the opinion and shows why it matters to other people, not just you. What I like is the order. The kid makes the call first, sees which ones don't hold up, and only then gets the explanation. Most AI apps are built to hand over a finished answer as fast as possible. This one makes the kid do the thinking and uses the conversation with Raku to teach it, which is how writing actually gets learned. gakku.ai

the sorting hat put me in hufflepuff! I had a full conversation with the Sorting Hat using Vivix A1 in the @VivixLabs_HQ Playground, and apparently even the next generation of live avatars won’t let me negotiate my Hogwarts house. i wanted slytherin. told it that. it said no. I could cut it off mid-sentence, so I tried “ok can we speed this up.” It listened, reacted in real time, and still said no. so i did its whole little quiz. very cunning answers. very strategic. By then I wasn’t waiting for an AI to finish its answer. I was just talking to the Sorting Hat, trying to make my case. then i apologized for interrupting it earlier. it said “and that’s why you’re a hufflepuff.” That’s what sold me on A1. The conversation felt natural enough that I apologized to a hat. The hat used it against me. Now I need to know which house you get. Any Slytherins willing to explain where I went wrong?

Imagine you can create your live character and talk to him right now. I made 4 different dark mages… here’s my version. I can interact with him directly on @VivixLabs_HQ Try it → platform.vivix.ai/playground…

dots3-note Preview is an open-weight model built for tasks that run for hours—sometimes days. → 280B total / 16B active parameters → 512K context → Text, vision, and speech → Reasoning, coding, and tool use But the most interesting part isn’t the model size. It’s how the model learns to evaluate its own progress before a long task is finished. 🧵