SMRTR AIAug 1, 2026Hacker News

Symbio self fine-tuning AI loop

SMRTR summary

Symbio is a local AI assistant that learns from your corrections over time, running entirely on Apple Silicon with no cloud connection or subscription fees. When you correct a mistake, it saves that correction, and after five accumulated errors, it automatically fine-tunes itself using LoRA adapters, so it stops repeating the same mistakes without any manual training required.

SMRTR provides this summary for quick context. The original article belongs to Hacker News.

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