rakyll: deterministic defenses can't survive models that hillclimb fast enough

rakyll · x · 2026-10-15

Engineer rakyll argues that any deterministic system becomes hard to defend once models can hillclimb fast enough to generate or bypass them. She notes she first considered this possibility several years ago and it has held consistently true ever since — a pessimistic take on static, rule-based AI safety measures facing rapidly improving models.

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