AI Security
Why AI Needs a “Genie Coefficient”
Quantifying the gap between human intent and machine execution in the age of generative models.
This essay was written with Barath Raghavan, and originally appeared in The Guardian. Major benchmarks measure what AI can do. None measure whether it does what you mean: the distance between what you ask an AI to do and the unspoken assumptions about how you want the AI to do it...
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Schneier on Security
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Schneier on Security
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The Genie coefficient addresses the critical alignment gap between human intent and AI execution, moving beyond mere task performance. This metric highlights the urgent need for AI to internalize the unspoken social norms and context that define functional human communication.
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