tech
Legora's Tech Chief Says Tokenmaxxing is a 'Really Stupid Way' to Encourage AI Use
There are far better ways to encourage AI use than tokenmaxxing, says Legora's chief technology officer.
TL;DR
- Legora's CTO, Jacob Lauritzen, criticizes 'tokenmaxxing' as an ineffective method to promote AI use.
- Tokenmaxxing involves burning AI tokens solely to improve performance review metrics.
- More effective AI encouragement strategies include hack days and employee demos showcasing efficiency gains.
- Companies should reward effectiveness and output, not just AI token consumption.
- High opportunity costs make AI exploration worthwhile for fast-growing companies.
- The tech industry is moving towards 'token capping' as costs and misuse become concerns.
- Uber has set a monthly AI token spend limit per employee per tool.
- Amazon discontinued an internal AI usage dashboard due to staff gaming the system.
- Cerebras Systems CEO Andrew Feldman called unlimited AI tokens 'boneheaded' and advocated for efficient model usage, comparing it to 'shopping at Costco'.