AI

MiMo TTS doesn't just talk — it sounds human. Sobbing. A sudden laugh. A cough. Heavy breathing. A nervous sigh. All woven naturally into speech. 🎧 2/n

🇮🇱 🇮🇷Israel struck Iranian naval bases on the Caspian Sea for the first time. Missile ships, patrol boats, command centers destroyed. Iran's back door borders Russia. Whatever Moscow was shipping through that corridor just lost its delivery address.

Open source models are catching up faster than anyone expected. MiniMax M2.7 hallucination rate: 34%. MiniMax M2.5 was 89%. 55 point drop in a single generation. Out of 423 models on AA-Omniscience. M2.5 hallucinated at the same level as GPT 5.4. M2.7 just leapfrogged GPT 5.4. The gap between open source and closed source is shrinking every month. The frontier labs should be paying attention.

Reminder Light-driven computing just reached 10,000 GHz, over 100× faster than today’s processors. In a new study, scientists demonstrated a new type of computing using ultrafast laser pulses instead of electricity. They used a 2D semiconductor called tungsten disulfide, where light controls electron “valley states” a method known as valleytronics. By manipulating these states with femtosecond laser pulses (10⁻¹⁵ seconds), the system achieved switching speeds above 10 terahertz. For comparison, today’s processors operate at only 3–5 GHz 👀! This is still a laboratory experiment, but it shows that combining photonics with quantum materials could enable computers to run hundreds to thousands of times faster than current silicon based technology.

Discovered in 1779 by astronomer Charles Messier, the galaxy Messier 58 was one of the first galaxies recognized to have a spiral shape. It’s also the most distant of the objects included in Messier’s stargazing catalog, at 62 million light-years away: go.nasa.gov/4cXSAJN

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.

We developed an RL method for fine-tuning our models for precise tasks in just a few hours or even minutes. Instead of training the whole model, we add an “RL token” output to π-0.6, our latest model, which is used by a tiny actor and critic to learn quickly with RL.

Dan says he's got Qwen 3.5 397B-A17B - a 209GB on disk MoE model - running on an M3 Mac at ~5.7 tokens per second using only 5.5 GB of active memory (!) by quantizing and then streaming weights from SSD (at ~17GB/s), since MoE models only use a small subset of their weights for each token

Where is she?

MiMo-V2-Pro and MiMo-V2-Omni are now free in OpenCode many of you have tried them in stealth - Hunter Alpha and Healer Alpha. Mystery solved worth mentioning - MiMo-V2-Pro: - ~1T params - 1M context - optimized for coding

🚨: First paralysed human treated with stem cells has now regained his upper body movement

Convoy of trucks reportedly heading from Tajikistan to Iran, claimed by Tajik and Iranian opposition figures to be carrying drones under the cover of humanitarian aid. Iran has established drone manufacturing facilities in Tajikistan, first opened in 2022.

ZELENSKYY: War no longer has distance. Drones already fly 3,000–5,000 km today, and soon they'll reach 10,000 km. Every day, Ukraine faces 350–500 drone strikes. Imagine any country dealing with that. No continent is safe anymore. Distance is now a matter of months, not decades.

Thank you Jensen and NVIDIA! She’s a real beauty! I was told I’d be getting a secret gift, with a hint that it requires 20 amps. (So I knew it had to be good). She’ll make for a beautiful, spacious home for my Dobby the House Elf claw, among lots of other tinkering, thank you!!

Her name was Leonie, she was a 13-year-old Austrian girl. While she was out with friends, 3 Afghan immigrants secretly put 11 ecstasy pills in her drink. Stunned and unable to defend herself, she was taken to the house of one of the three. The ecstasy dose was way too high, the girl started overdosing but the 3 immigrants, completely indifferent to her suffering, began to undress her and took turns raping her, putting their hands around her neck, strangling her. All of it recorded by themselves on a mobile phone video. That’s how Leonie died, naked, in atrocious suffering, while the beasts raped her. The autopsy would later confirm the cause of death was triple overdose and asphyxiation. When they were done, they wrapped the body in a carpet and dumped it roadside, under a tree. The girl’s body was found the next morning by some passers-by, wearing only her underwear and with clear strangulation marks on her neck. One of the perpetrators fled to the United Kingdom, but was quickly tracked down in a hotel and extradited, the 3 Afghans were sentenced: - Zubaidullah R. life imprisonment; - Ali H. 19 years in prison; - Ibraulhaq A. 20 years in prison. During the closing arguments, the Public Prosecutor told the court she was “stunned” by what the defendants said throughout the proceedings, stating that “there is not a trace of remorse”.

Iranian chat rooms are reporting that the warships that were destroyed yesterday in the port of Anzali, northern Iran, were transporting drones and components from Russia.

Not enough people are talking about NVIDIA's new Nemotron-3-Nano (4B) model! 🤯 Hybrid Mamba + Attention architecture, designed as a unified model for reasoning and non-reasoning tasks. So small and efficient, it can run 100% locally in your web browser at 75 tokens per second.

BREAKING: The US says it is seeing defections from all levels of the Iranian military-Reuters

🚨: After 48 years of travel, NASA 's Voyager 1 is nearing one light-day from Earth, almost 16 billion miles away. A proud milestone for humanity, and a humbling reminder of how small we are in an infinite universe.

Ukraine continues advancing in the area of Chasiv Yar. Good news.