Overview
- Meta took down an employee-built dashboard that ranked staff by AI token use after the company said data from the app was shared externally.
- Called Claudeonomics, the tool displayed the top 250 users and gave badges like Token Legend and Cache Wizard to encourage heavy use of large language models.
- Usage tallies reported by outlets showed about 60 trillion tokens in 30 days across Meta, with one top user at roughly 281 billion, and reporters used public pricing to flag potentially steep costs.
- Meta still tracks token consumption on official internal dashboards, and its push to make work AI‑first includes a directive to restructure codebases so agents can read and modify code.
- Some staff reportedly ran long or unnecessary AI sessions to raise visible usage, sharpening questions about whether raw token counts reflect real productivity and how companies should govern these tools.