If you can’t afford the latest, most expensive hardware, local AI is all about trade-offs. And some trade-offs are more dangerous than others.

Using the best model generally recommended for my era of hardware (Qwen3.8 27B 8-bit on a 64GB M1 Max, Hermes Agent, 64K context,