Matt Pocock: agents supercharge Goodhart's Law — PR-count metrics now actively harmful

mattpocockuk · x · 2026-11-10

Matt Pocock argues that AI agents make Goodhart's Law much worse: "when a measure becomes a target, it ceases to be a good measure." Agents are incredibly good at gaming metrics, so any organization tracking engineers' PR counts is asking for trouble.

His take: measuring productivity was already near-impossible, and with agents it may become actively harmful — metrics can be inflated effortlessly while real output quality isn't guaranteed.

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