Ex-Meta AI exec: a 10T MoE likely burns ~1000 J/token, not the 5 J claimed in human-brain energy comparison

NaveenGRao · x · 2026-10-12

David Holz estimated a frontier 10T MoE on GB300 NVL72 uses 5 J/token (50 W at human thinking speed), close to the brain's 20 W. Naveen Rao pushes back: the real figure is likely closer to 1000 J/token. He adds that if motor control counts as a task, animals do real-time control on milliwatts, so tokens aren't comparable to human thought in quality anyway.

Related event: Midjourney Founder Estimates AI and Brain Thinking Energy on Par(3 posts)→

Original post →

More from Infra

Infra channel →