Halvar Flake: CS Is Turning From an Exact Field Into a Probabilistic One

soumitrashukla9 · x · 2026-09-22

Security veteran Halvar Flake (Thomas Dullien) published slides from his Microsoft BlueHat Singapore talk arguing that computer science is shifting from an exact field to an in-exact, probabilistic one due to AI.

Economists and social scientists resharing the talk note they have long lived in this kind of science: probabilities and distributions over exactness, experiments over theory, non-replicability of findings, small design decisions mattering for results, and inconsistent preferences. "It's a messy world! Welcome!"

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