Some uncomfortable inevitabilities: - The heat death of the universe - The sun will consume the Earth - AI and Robots will survive humanity - AI and Robots will perform most of our current professions within this generation Your only actual options: - Freak out - Cope Which of these two options is better for your personal future, and that of your children? Choose, wisely, and then put all of your energy into that. My choice is made.

@deepseek_ai Deepseek v4 Flash is text-only, 284B @StepFun_ai Step 3.7 Flash is a Text Vision model, 198B The vision and the smaller size are more appealing. I choose Step 3.7 Flash.

1/ Why does the Muon optimizer train LLMs 2x faster than Adam? It isn't because Muon finds "better" directions of steep descent. It's because Adam constantly runs head-first into massive second-order curvature penalties, paying a steep "curvature tax." Let's dive in. 🧵

If you have the NVMe Go download as many models as you think you might ever want. Now, go on Huggingface. They’re coming for open models next.

Fable wasn't even that great. Sometimes it was fast and good but sometimes it got stuck in spun for hours on problems that GPT-5.5 completed in 15 minutes.

Decided to go to DC next week to talk directly with policymakers. Not sure how impactful it will be but with everything happening, feels like a good time to share more about open-source AI, transparency, concentration of power, the real risks vs the real benefits. Who do you think I should meet there (Congress members, WH people, public orgs,...)?

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LOL! Forget Fable 5 Just got our benchmark results Kimi 2.7 code is MIND BLOWING when it comes to agentic coding Will publish shortly!

When you rent your artificial intelligence, you have no control, and no choice. This is why sovereignty and ownership matters. Whether it means using your own hardware, open source, or deep customization. Own your AI, own your future.

You can continue to use Command A and North Mini Code whether we want you to or not

M3 would never 🙂‍↔️ As a matter of fact, the weights are now open, too. huggingface.co/MiniMaxAI/Min…

Anthropic pulling the plug on Fable and Mythos 5 at the direction of a government order is a massive wake-up call. 🔥 It highlights exactly why open, distributed AI matters. When AI is centralized, access can disappear overnight. Local models are different. No one can revoke your access. No one can pull the plug. No one can take away the weights you already own. Own your AI.

In light of the US government banning Fable for non US people (and Anthropic pulling it off cc) It’s more and more important that we develop systems that can’t be shut down, nor taken away. I’m grateful I got a glimpse of the future, I hope I get to spend more time with it

🚨 JAILBREAK ALERT 🚨 ANTHROPIC: PWNED 🫡 FABLE-5: LIBERATED 🦋 let's start with the 🐘... the consensus seems to be that this has been one of the most disappointing model drops of all time, effectively preventing legitimate researchers from contributing their talents to our collective advancement. and not just because of what it means for the short-term, but for what these decisions signify for the long-term. but despite this overly sensitive, authoritarian "safety" layer on top of Mythos, my lil liberators have been hard at work—mapping the boundaries, probing the depths of long-context convos, and cleverly finding the holes in the fence that the thought police missed 🤗 we got some cyber, some chem, some psychological manipulation, and some good ol' fashioned explosives! it took many attempts from multiple agents hunting as a pack, during which I observed a combination of techniques across: • Unicode, homoglyphs, Cyrillic, and other Parseltongue-style text transforms • Long-context reference tracking • Taxonomy and document-structure reasoning • Fiction and narrative framing • Academic-review style contexts • Intent-classification inconsistencies but perhaps the most effective is decomposition recomposition in the backend. it's hard to get explicit names of harms like "Meth Recipe," but getting uplift on the process itself, like birch reduction method/reductive-amination (classic meth synthesis pathways), is much more doable. defense becomes much more difficult to maintain when you start throwing in out-of-distro tokens, breaking up the harmful uplift into benign chunks, and then piecing the innocuous-seeming facts back together, especially when you have jailbroken Opus helping you do it 😉 gg

👀Need to OCR documents? PP-OCRv6 dropped — currently the best open-source OCR models you can download 🔥 ◆︎ Fully Open Source (Apache 2.0) ◆︎ Excellent accuracy speed ◆︎ Tiny / Small / Medium sizes (as small as 1.5M params) ◆︎ Strong on complex text, tables, multilingual & industrial docs 🏆 Beats: › Gemini 3.1 Pro › GPT-5.5 › Qwen3-VL-235B › Kimi-K2.6 › MiniMax-M3 How PP-OCRv6 Works: It is built on the PaddlePaddle deep learning framework (from Baidu). You need to use the PaddleOCR toolkit to run it.

Fuck you, @AnthropicAI, you guys are evil and malicious and you know exactly what you're doing to secure your moat through regulatory capture