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MiniMax M2.7 is the first model showing real signs of self-evolution — it analyzes its own failures, modifies its harness, and iterates until performance improves. In this video, I break down exactly how this autonomous optimization loop works, why it matters for agent use cases, and how you can start using M2.7 today across different agent harnesses.
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