Symbio: LLMs auto‑fine‑tune via iterative self‑feedback loop
Symbio runs locally on Apple Silicon and closes the feedback loop by generating outputs, critiquing them, and fine‑tuning a LoRA adapter on‑the‑fly, turning each correction into a dedicated skill. This eliminates cloud dependence and human‑in‑the‑loop overhead, letting teams build adaptable, private AI assistants.