We’re releasing SWE-1.6, our best model in both intelligence & model UX. SWE-1.6 matches our Preview model on SWE-Bench Pro while dramatically improving on various behavioral axes.
It’s available today in Windsurf in two modes: free tier (200 tok/s) and fast tier (950 tok/s).
🏆 We won Best Hardware Hack @hackwithtrees! (w/ @_apple_314@slimtun3@andgiuri)
We built Claude Code for hardware, and it shipped a 16,000-line bare-metal OS on Pi Zero W in 12 hours.
See more 👇
Over the weekend, I managed to beat the NanoGPT world record by 0.3s, by untying Value Embeddings (VE) 😊
There’s a growing trend in sparse embeddings (Deepseek engram, Meta STEM), and @karpathy himself has extensively ablated VEs in nanochat
This is what incredible ML research looks like.
Congrats to @Teknium, @JoeLi5050, @rogershijin & the rest of the cracked out Nous Research team on pushing open-source code reasoning forward.
Introducing NousCoder-14b, a competitive olympiad programming model.
Our latest blog details the full findings from extensive experiments and logs with the full stack released - the RL environment, benchmark, and harness built in Atropos, all fully reproducible with our open training stack.
NousCoder-14b was post-trained on Qwen3-14B by researcher in residence @JoeLi5050 using 48 B200s over the course of 4 days, our Atropos framework, and @modal's autoscaler. It achieves a Pass@1 accuracy of 67.87%,+7.08% over Qwen's baseline accuracy using verifiable execution rewards.
Introducing Bleu AI.
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Access to Grok, GPT, Claude, and dozens of AI models.
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Visit https://t.co/9hdsavuOci today.