Search Space

topic on 2 shows · 3 statements across 3 episodes

the MAD Podcast 20VC

3 statements about Search Space, every show

MAD Insight
Schrittwieser: AI pre-training risks over-restricting an agent's exploration search space
“I think the main, you know, the main challenge or the main thing you need to watch out for is that you don't over encode or you don't restrict your search space too much. If your pre-training, if your prior knowledge prevents you from exploring something that …”
Julian Schrittwieser Oct 23, 2025 ▶ 38:41 Are We Misreading the AI Exponential? Julian Schrittwieser on Move 37 & Scaling RL (Anthropic)
MAD Insight
Chollet: Program synthesis bottleneck is the costly million-point search space
“The main bottleneck is that this search process takes a very, very long time. It's a very large search space, and to evaluate all these points you know, which point takes you some amount of competition to evaluate. You're gonna have to evaluate millions of poi…”
Francois Chollet Apr 3, 2025 ▶ 27:25 Chasing Real AGI: Inside ARC Prize 2025 with Chollet & Knoop
20VC Opinion
Wenger: Dominant incumbents have stifled innovation in search and social media
“I think, you know, we've seen less innovation than we would probably like in the search space. I think we're seeing less innovation than we might like in the social space. And that's one of the effects of having A incumbent that has very, enjoys very strong ne…”
Albert Wenger Jul 11, 2016 ▶ 12:29 20VC: USV's Albert Wenger on Automation Replacing Humans, The Universal Basic Income and The Instalment & The Deployment Phase

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