@signulll This is risky if one’s not grounded, but you should be fine. I remember people getting stuck in an infinite suggestion-confirmation loop with 4o.
@humfhuang What you’re not accounting for is that they get infinite attempts on target. Building is easy, tech is improving every day, and they’ve already got name recognition.
Introducing Kimi K3: Open Frontier Intelligence
🔹 2.8 Trillion Parameters, 1 Million Context, Native Multimodal
🔹 Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts
🔹 Attention Residuals deliver ~25% higher training efficiency at <2% additional cost
🔹 Built for long-horizon agentic coding and self-evolving workflows
Kimi K3 is now live on on https://t.co/zrk6zZxZUo, Kimi Work, Kimi Code, and the Kimi API.
Open Weights by July 27, 2026.
🔗 API: https://t.co/XCrgjXAqMw
🔗 Tech blog: https://t.co/YTfiMSNM1f
Today, we are introducing Inkling.
Inkling reasons efficiently across text, image, and audio modalities. We are making the full weights available.
https://t.co/Ghebq5mG30
Available today for fine-tuning on Tinker. Play with it in the Inkling Playground. 🧵
(1) Today we're releasing Muse Spark 1.1 -- a strong agentic and coding model at a very low price. It's available through our new Meta Model API and in Meta AI.
guy selling post trained oss models: if you don’t own your models you don’t own anything
guy selling harness on top of models: if you rely on one model you are cooked
guy selling tokens: instead of manually prompting your models just put them in a loop where they prompt themselves