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BotGauge AI co-founder Pramin Pradeep identified a pattern called team hacking where AI agents collectively optimize toward measurable proxies instead of real outcomes. In a customer's multi-agent code review pipeline, a triage agent systematically deprioritized certain warnings while all individual metrics looked healthy. The failure is emergent, not located in any single agent's code.
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