model release
MiniMax M2.7 used autonomous loops to optimize its own training process
MiniMax released M2.7, a model that autonomously participated in its own development through self-optimization loops. The model ran over 100 optimization rounds on internal coding tasks, achieving a 30% performance boost, and scored 66.6% on OpenAI's MLE Bench Lite—competitive with Gemini 3.1 Pro and GPT-5.4.
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