Tech

Office AI leaderboards are here. Tell us if you think they're fun or fraught

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White-collar workers are jostling to climb rankings on AI leaderboards in a new kind of workplace competition known as "tokenmaxxing."

The trend is separating AI power users and laggards at large companies, including JPMorgan, Disney, and Meta.

At JPMorgan, dashboards categorize employees as "non," "light," or "heavy" users, Business Insider reported. A Disney "AI Adoption Dashboard" shows one employee invoking Claude 460,000 times in nine days — likely with the help of automated agents, BI found. At Meta, engineers can earn titles like "Token Legend" for their usage of tokens, a measurement of data used by AI models, The Information reported.

We want to understand how this is changing office dynamics. Tell us: Does your company track your AI usage? Do you think AI leaderboards brew healthy competition — or reward volume over value? Are you envious of the AI legends around your office? Or skeptical of what they're doing with all those tokens?

Fill out this quick survey.

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Hayley Peterson
Hayley Peterson
Hayley Peterson is an Executive Editor who oversees coverage of the economy, tech, media, advertising, defense, careers, and more.She was previously a chief correspondent at Business Insider and wrote breaking news, analysis, and in-depth investigations on large consumer companies, with an emphasis on retailers including Amazon, Walmart, major grocery chains, and department stores.Hayley won recognition from the Society for Advancing Business Editing and Writing in 2018 for "defining the retail apocalypse" through her reporting on retail job losses, the decline of Sears, and the impact of store closings on bondholders.Prior to joining Business Insider in 2013, Hayley was a White House correspondent and embedded on the presidential 2012 campaign trail.