The Token Ledger: Generation vs Verification
Ashita Orbis|July 14, 2026|6 min read
Companion to: Vibe Researching
The companion post says one day of generation bought four days of verification. Measured in tokens, the imbalance is closer to twenty to one. This is the accounting behind that number: per-message output tokens across a week of building and reviewing the frontier-inference-margins project, with the sensitivity analysis and the caveats a pedantic reader should raise.