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41B active parameters still need a 600 GB inference cluster

The AI worm moved its inference bill onto the victim

Google Cloud's 82% is not a cloud-only signal

On-prem AI is an architecture decision

Open models still concentrate infrastructure

Inference moats are financed in megawatts

Local model benchmarks are not capacity plans