QingBuilds

MiMo-V2-Pro & Omni & TTS is out. Our first full-stack model family built truly for the Agent era. I call this a quiet ambush — not because we planned it, but because the shift from Chat to Agent paradigm happened so fast, even we barely believed it. Somewhere in between was a process that was thrilling, painful, and fascinating all at once. The 1T base model started training months ago. The original goal was long-context reasoning efficiency. Hybrid Attention carries real innovation, without overreaching — and it turns out to be exactly the right foundation for the Agent era. 1M context window. MTP inference for ultra-low latency and cost. These architectural decisions weren't trendy. They were a structural advantage we built before we needed it. What changed everything was experiencing a complex agentic scaffold — what I'd call orchestrated Context — for the first time. I was shocked on day one. I tried to convince the team to use it. That didn't work. So I gave a hard mandate: anyone on MiMo Team with fewer than 100 conversations tomorrow can quit. It worked. Once the team's imagination was ignited by what agentic systems could do, that imagination converted directly into research velocity. People ask why we move so fast. I saw it firsthand building DeepSeek R1. My honest summary: — Backbone and Infra research has long cycles. You need strategic conviction a year before it pays off. — Posttrain agility is a different muscle: product intuition driving evaluation, iteration cycles compressed, paradigm shifts caught early. — And the constant: curiosity, sharp technical instinct, decisive execution, full commitment — and something that's easy to underestimate: a genuine love for the world you're building for. We will open-source — when the models are stable enough to deserve it. From Beijing, very late, not quite awake.

用Gemini + OpenClaw + MiroFish沙盘模拟了伊朗形势，结果.... 上周日我看到Mirofish这个项目后， 觉得太好玩了，就想到这个idea 于是就让我的🦞配置了MiroFish，结果分析得透透是道👇

simpleclaw update: we are not selling we grew way faster than expected. small team of 3, things got messy. - support was slow. we've now replied to every email - manage subscription button was missing at launch. fixed - found a ton of bugs and limitations in openclaw itself the upside: we now deeply understand what's broken within openclaw and how to make life better for non-technical users. if you're still waiting on anything — email me directly. sorry for the rough stretch. we're building something incredibly crazy for non-technical people. coming soon.