Analog Computing

topic on 3 shows · 5 statements across 4 episodes

Latent Space the a16z Podcast 20VC

5 statements about Analog Computing, every show

Jeff Dean: Analog computing loses power advantages at digital boundaries
“I mean, I think there's still a, there's also sort of the more exotic things like analog based computing substrates as opposed to digital ones. I'm, you know, I think those are super interesting cause they can be potentially low power. but I think you often …”
Jeff Dean Feb 12, 2026 ▶ 41:23 The AI Frontier: from Gemini 3 Deep Think distilling to Flash — Jeff Dean
a16z Insight
Rao: Analog computing is inherently more efficient by leveraging physical substrates
“Analog still is inherently more efficient because you, it's actually analogous computing is the way to think about it. Like, can I build a physical system that is similar to the quantity I'm trying to express or compute over? You're effectively using the physi…”
Naveen Rao Dec 8, 2025 ▶ 7:20 The Chip That Could Unlock AGI.
a16z Assertion Not checkable as stated
Rao: Over 40 years of academic research proves analog AI compute viability
“There's also 40 plus years of academic research, which is showing a lot of promise here. People have built different devices, albeit not in the latest technology with professional engineering teams, but they have built proofs of concept that actually show some…”
Naveen Rao Dec 8, 2025 ▶ 23:19 The Chip That Could Unlock AGI.
20VC Prediction Not checkable as stated
Khosla: Analog compute is likely to reduce AI training costs by 100x
“Could one have analog computing, and we are working on that dramatically change that equation by a hundred X, both cost and power. And I think that's entirely not only possible, but likely.”
Vinod Khosla Aug 7, 2023 ▶ 20:33 Vinod Khosla: How AI Impacts Healthcare, Energy, Geo-Politics, Media and Climate Change | E1045 · 20VC with Harry Stebbings
Hotz: Analog computing for AI won't work and clockless chips aren't practical
“Analog computing just won't work. And clockless computing sure, it might work in theory, but your ETA tools are, maybe AIs will be able to design clockless chips, but not humans.”
George Hotz Jun 20, 2023 ▶ 7:50 Ep 18: Petaflops to the People — with George Hotz of tinycorp

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