
Inside Amazon’s ‘Tokenmaxxing’ Problem
Amazon employees are reportedly using internal AI tools to inflate token usage, exposing the perverse incentives that can appear when companies measure adoption before value.
- Amazon employees reportedly use an internal tool called MeshClaw to automate non-essential tasks and raise token counts.
- The report says Amazon set weekly AI usage targets for more than 80 percent of developers and tracked token consumption on leaderboards.



