AI Compute Efficiency

topic on 2 shows · 2 statements across 2 episodes

the Y Combinator Startup Podcast All-In

2 statements about AI Compute Efficiency, every show

ALL-IN Prediction Not checkable as stated
Friedberg: AI compute efficiency will improve 70x to 100x within years
“I do think that we will see compute efficiency scale by probably on the order of 70 to a hundred X over the next few years, meaning electricity efficiency per token of output.”
David Friedberg Feb 7, 2026 ▶ 1:04:25 Epstein Files, Is SaaS Dead?, Moltbook Panic, SpaceX xAI Merger, Trump's Fed Pick
Y COMBINATOR Prediction Held up
Kaplan: AI training and inference will see 3x-10x yearly efficiency gains
“I think that over time, as AI becomes more and more widespread, I think that we're going to really drive down the cost of inference and training dramatically from where we are right now. Sort of, three X to 10 X gains algorithmically, and in sort of scaling up…”
Jared Kaplan Jul 29, 2025 ▶ 32:02 Scaling and the Road to Human-Level AI | Anthropic Co-founder Jared Kaplan · Y Combinator

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