Meta Drops AI Usage Metrics from Engineer Reviews After "Tokenmaxxing" Gaming
First seen · 9/8/2026, 10:27 PMLatest activity · 9/8/2026, 10:27 PM
Meta has removed AI tool usage metrics from software engineer performance evaluations. The company had originally incentivized adoption by tying prompt activity and LLM engagement to reviews, but the policy quickly backfired into "tokenmaxxing"—engineers artificially inflating token consumption to satisfy quantitative performance targets. Meta's retreat illustrates Goodhart's law in enterprise generative AI: when tool usage itself becomes the performance metric, genuine engineering output is easily overshadowed by performative computation.
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