A meme reply hides a serious inference math check
paul_cal · x · 2026-07-20
A reply meme saying “P = NP + AI” is paired with a screenshot of an AI assistant doing a detailed capacity sanity check.
The screenshot breaks down an inference economics claim by distinguishing three different things that were being conflated:
- benchmark-normalized throughput
- rack-wide deployable throughput
- capacity that can actually be sold continuously at the quoted tariff
It also checks the math behind a claim of 235,000 sessions/day and argues that the implied fresh-token rate is far higher than a single NVL72 can sustain for a trillion-parameter MoE. The correction is that the inconsistency is about deployment/utilization economics, not some impossible compute jump.
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