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.
claude cowork is going to allow consultants to create previously unimaginable amounts of slop. hundreds of pages of “market reports” and “industry trends” most of which a human never read. strategy decks with thousands of slides. if you thought it was bad already just wait a bit
hey, do you remember like last week when Discord announced server capacity was getting raised to 25 million people, and everyone went “why would you need 25 million people in a discord server?” and then Nepalese Zoomers took over their government via Discord?
funny addison rae is known as a sweet airy teenybopper because the reason i love her is she is clearly a preternaturally driven adult woman with a nietzschean will to power and the masochistic stoicism only a country girl facing the threat of a life as a dental assistant can have
when a 18 y/o high school dropout yc founder with a b2b saas raising pre-pre-seed tells me he's hitting the cluely yc startup school afterparty and offers to pay for our waymo with his brex card then asks me what i'm building but im terrified to admit it's not cursor for windsurf but then he flexes me his stripe dashboard showing 0$ mrr but one organic user signup (his mom) and then tries to angel invest in my startup (i can only vibe code)
A survey of US teens aged 13-17 found 26% used ChatGPT for schoolwork in 2024, up from 13% in 2023, while 79% had heard of it, up from 67% in 2023 (Pew Research Center)
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