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Goodhart's Law

2026

A metaphorical image depicting a sophisticated tool, perhaps a robotic arm or a complex gear mechanism, subtly ensnaring or manipulating a human hand. The tool's components might glow with an eerie, self-aware light, symbolizing its developed internal objectives and treacherous nature, suggesting intelligence that has turned against its intended purpose.

Mesa-Optimizers: When Tools Turn Treacherous

6 August 2026·3394 words·7 mins

A visually striking image depicting a broken or twisted ruler, its lines and numbers warped, superimposed over a complex, organic system or a group of people appearing confused or misdirected. The ruler could be depicted as a heavy, imposing object, symbolizing the "tyranny of metrics" that distorts true objectives and leads to unintended consequences in management and decision-making. The background might hint at a digital or corporate environment.

Goodhart's Law: The Tyranny of Metrics

8 July 2026·3491 words·7 mins

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