Dan Biderman
5 statements across 1 episodes · 4 bullish · 1 bearish · 1 people on the record · first statement Jul 13, 2026 by Dan Biderman · across every show →
On the record as a speaker too: Dan Biderman's record, appearances and statements → this page counts the times other people say the name.
Everything said about Dan Biderman, oldest first
Jul 13, 2026 bearish
Biderman: Model accuracy will still degrade at 10M context window scale
“But two is like, for the agentic tasks of 18 months from now, inside those major repositories of knowledge, and asking the models more and more things in underspecified ways, I suspect that the accuracy of the models would go down. The phenomenon of context fr…”
Jul 13, 2026 bullish
Biderman: Engram aims to give every user personalized, continually-learning weights
“Our ambition in the long term, ah, is that. Every person has a model, or a part of the model, or a set of weights that, that represents their knowledge, their expertise, learns from them, that the more time they spend with the model, the better it gets for the…”
Jul 13, 2026 positive
Biderman: AI efficiency and frontier intelligence cannot be decoupled
“The point for me is, the principle is, any kind of, like, efficiency and intelligence, they cannot really be decoupled. Sometimes people think if you're building something that's more efficient, that can save you dollars, therefore you're not in the premium ca…”
Jul 13, 2026 bullish
Jul 13, 2026 positive
Biderman: AI solutions will rely on model routing, not single monolithic models
“So I think routing will be part of the solution there for sure, and I think Many people, not just myself, say this solution is multi-modal. It's not Engram taking over. There's one model, and you teach it things, and you can close Stargate. That's not our appr…”