Why it matters
Token budgets are becoming a workplace battleground. Tech and media firms’ per-employee AI spend climbed to $66.29 in May from $58.84 the month prior (Ramp); engineers now bargain for compute, pushing model routers and per-seat caps from edge case to policy.
Tokenmaxxing read
Once tokens are rationed, model access becomes a perk. Everlaw’s CTO wants caps engineers can negotiate up; Larridin’s Russ Fradin frames frontier models as a corporate jet only a handful get to charter. The real lever: route cheap models to work that doesn’t need the jet.
Source takeaway
BI’s Henry Chandonnet (Jun 17) canvasses operators — Pylon, Pega, MindFort, Everlaw — and SemiAnalysis “tokenomics analyst” Max Kan, who still argues $10k of tokens makes a $100k engineer twice as productive. Metered outlet; one quote pulled from X.
