Self-Evolving AI Is Here — And It's Open Weight

Prompt Engineering · Beginner ·🧠 Large Language Models ·5d ago
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. MiniMax Token Plan 12% OFF:https://platform.minimax.io/subscribe/coding-plan?code=BsIrd0MMQO&source=link MiniMax Platform:https://platform.minimax.io API Documentation:https://platform.minimax.io/docs/guides/text-generation Self-Evolution: http…
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5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
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5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)