specialist model
also referred to as: specialist models
3 statements across 3 episodes · 3 bullish · 0 bearish · 3 people on the record · first statement May 31, 2023 by Alex Ratner · across every show →
Everything said about specialist model, oldest first
May 31, 2023 positive
Ratner: Distillation creates specialized models 100,000x smaller with higher accuracy
“It shows that you can take these massive kind of generalist foundation models, And not only can you tune them using that kind of programmatic labeling to be more accurate on a given task that you need to be really accurate on, but you can then distill down ver…”
Jun 5, 2025 bullish
Apr 2, 2026 positive
Building specialist models is currently the fastest path toward generalist AI
“Short term I would say like building a specialist model is like probably the fastest way to learn like what is actually possible. And in, in many cases, these like specialized model are becoming Stepping stone toward a generalist model, which is like super val…”