self-optimization

#self-optimization

@jakevin7: Sharing something interesting Maka is currently working on: letting agents automatically optimize their own system prompt, fully closed-loop, without any human intervention. Karpathy's autoresearch, AEGIS, etc. have explored similar directions—a goal-driven self-reinforcement learning system.

X AI KOLs Following ↗ · 2d ago Cached

Maka is a local-first desktop AI workbench whose new feature allows agents to automatically optimize their own system prompts by generating variants, using Harbor container evaluation, and an acceptance policy for iterative improvement, all without human intervention.

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self-optimization

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