should my company token max

The practice of 'token maxing'—incentivizing employees to consume more AI tokens—is a subject of debate. While some view it as a way to encourage necessary experimentation in the shift toward agentic AI, others criticize it as a 'status game' or a way to inflate usage metrics that can lead to perverse incentives, as described by Goodhart's law. The host argues that while it may lead to some wasted tokens, it is a practical necessity for companies to learn how to adapt to the new agentic era, and that companies should not be afraid of 'burning tokens on valuable mistakes.'

Defending Token Maxing as Experimentation · enterprise, agents, jobs, developer-tools

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