How I use a free local model as a delegated investigator for my AI assistant, trading wall-clock time for dollar cost — and what the research literature says about why this works.
Tag
AI
3 articles with this tag.
A sketch for a self-directed learning loop: let an agent propose its own tasks, judge its own results, and only ask for help when it genuinely gets stuck.
What I learned setting up local LLMs on consumer GPUs with Ollama — VRAM math, thinking-mode traps, and the cascade architecture I use for daily AI assistant work.