https://www.fabswill.com/tags/learning/Recent content in Learning on Fabian G. Williamshttps://www.fabswill.com/img/main/logo.jpghttps://www.fabswill.com/img/main/logo.jpgHugoen-usMon, 02 Nov 2026 00:00:00 +0000https://www.fabswill.com/blog/learnings-at-every-turn/Mon, 02 Nov 2026 00:00:00 +0000https://www.fabswill.com/blog/learnings-at-every-turn/Abram Jackson put it plainly: 'it's not just a simple router. We use multiple models for a single request, based on which combination scores highest on our evals.' My home lab has been teaching me the same lesson from the other end. Learning flows both ways: what I prove at home on my own machines shapes what I take to work, and what I see at frontier scale at work shapes what I try at home. Here's the latest turn, what my local AI does today, what I'm testing next weekend, and where I'm not there yet.