AINewsnow

The Model That Trained Itself: 56% of Real GitHub Issues at 1/50th the Price

Most "agentic" models are trained the normal way — pretrain, fine-tune, RLHF — and then taught tool use as an afterthought, the way you'd hand a carpenter a power drill and hope for the best. MiniMax took the opposite route with M2.7 : they let the model act as its own critic during training, runni…

Read the full story at DEV Community — Machine Learning ↗

Timeline · 1 report

  1. 2026-10-23 16:02 · DEV Community — Machine Learning
    The Model That Trained Itself: 56% of Real GitHub Issues at 1/50th the Price

More stories

  1. Chinese state media: DeepSeek and MiniMax completed registration and won approval to open-source and deploy AI models overseas under proposed export controls (Bloomberg) — Techmeme
  2. MiniMax-M3.1-Flash — r/LocalLLaMA
  3. Performance preservation plus video extension with minimax H3. Is it possible yet? — r/comfyui
  4. I tried AI character swapping with MiniMax H3 in ComfyUI. Here's the workflow, assets, and step-by-step tutorial. — r/comfyui
  5. Overwhelmed with finding good workflows — r/comfyui
  6. Good character replacement — r/comfyui
  7. [WIP] IronLeo78 Minimax Power Producer: the whole MiniMax H3 ref-to-video workflow in ONE ComfyUI node — r/comfyui
  8. Suggestions for a ComfyUI Minimax H3 Workflow for 45 clips - 3 minutes — r/StableDiffusion

Get the daily brief of stories like this at 6:30 every morning →