"A Meta employee independently created a leaderboard that tracked how many tokens—the basic units of data or words that AI models process—the company's more than 85,000 employees used. Called 'Claudeonomics,' the leaderboard showed the top 250 token users and awarded employees with titles, such as 'Token Legend' and 'Cache Wizard.'"
"The leaderboard encouraged 'tokenmaxxing,' a growing phenomenon in Silicon Valley which emphasizes token usage as a measure of productivity. While every AI model measures tokens differently, OpenAI estimates that one token is equal to about four characters and a single one-to-two sentence prompt requires about 30 tokens."
"Meta took down the internal AI-use leaderboard just two days after the news broke. The dashboard now reads: 'We've really enjoyed building this app on Nest for everyone. It was meant to be a fun way for people to look at tokens, but due to data from this dashboard being shared externally, we've made the decision to shutter Claudeonomics for now.'"
"Last year, Meta's Chief People Officer Janelle Gale told employees that 'AI-driven impact' would be a 'core expectation' in 2026, according to Business Insider."
Meta employees developed a leaderboard named 'Claudeonomics' to track token usage among over 85,000 employees, promoting a culture of productivity measurement through AI. The leaderboard recognized top users with titles like 'Token Legend.' However, it was removed shortly after its launch due to concerns about external data sharing. Despite this, Meta continues to monitor token usage through an official dashboard for software engineers. The company aims to integrate AI-driven impact into performance expectations by 2026, reflecting a shift in productivity assessment.
Read at Fortune
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