GPU Flops

topic on 1 show · 1 statements across 1 episodes

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Karpathy: Engineering productivity shifted from GPU FLOPS to agent token throughput
“You would feel nervous when your GPUs are not running. Like you have GPU capability and you're not maximizing the available flops to you. But now it's not about flops, it's about tokens. So what is your token throughput and what token throughput do you command…”
Andrej Karpathy Mar 20, 2026 ▶ 5:49 Skill Issue: Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI

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