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Cognition CEO: Focus AI ROI on output, not token usage

Cognition CEO Scott Wu has criticized the trend of "tokenmaxxing," where companies incentivize employees based on AI token usage rather than actual output. Wu argues that this approach has led to excessive AI spending without clear ROI, citing examples like Meta and Amazon. Instead, he advocates for measuring AI's value through tangible benefits like increased engineering capacity, as Cognition does with its AI coding agent, Devin. A report by Boston Consulting Group supports this, indicating that many employees save significant time with AI but lack guidance on how to reinvest it productively, highlighting a leadership challenge in setting clear AI goals. AI

IMPACT This commentary highlights a potential shift in how AI value is measured, moving from token consumption to tangible output, which could influence enterprise AI strategy and investment.

RANK_REASON The cluster consists of an opinion piece from a CEO and a report discussing AI productivity, not a direct release or significant industry event.

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Cognition CEO: Focus AI ROI on output, not token usage

COVERAGE [1]

  1. Fortune TIER_1 English(EN) · Sasha Rogelberg ·

    Cognition CEO says tech companies got ‘carried away’ with token leaderboards and should measure employees on output instead

    Scott Wu’s concerns back up research showing AI is saving employees time, but they don’t always know how to translate those savings into productivity gains.