Yaroslav Bulatov's bear case for local models: data centers win on intelligence per dollar

yaroslavvb · x · 2026-10-22

Yaroslav Bulatov lays out a bear case for on-device models: intelligence per dollar is better in a data center; networking isn't the bottleneck — Battlefield streams fully rendered remote frames at 60 fps over GeForce; and on security, quant funds and TSMC already keep secrets in the cloud. Counterpoint he notes: SF cell networks are worse than Rwanda's (tested during ICLR 2024), so on-device intelligence may still be needed.

Related event: Why local models lose to the cloud: Yaroslav Bulatov's three-part bear case(2 posts)→

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