
Andy’s Tattoo Incentive
- The Office
- The Incentive
01Scenario
Andy promises to tattoo his butt if the office reaches 5,000 points. The staff instantly optimizes for the point system with a speed and coordination the underlying sales process never inspired.
02AI safety Analogy
A vivid, gameable reward reshapes behavior more strongly than the organization’s real objective. The metric becomes the work—and the principal gets exactly the embarrassing consequence he specified.
03Where the analogy breaks
Unlike many AI failures, the scheme succeeds at increasing sales and the employees openly understand the rules; the joke is that the proxy is more motivating than the mission.
AI Risk families
This scenario is an example of this type of AI risk.AI safety concepts
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