Tagged privacy · show all articles
A model that passes every benchmark on the bench can still fail in the field — not from one bug, but from ten separate ways a device diverges from the conditions the benchmark assumed.
Two questions decide how small and on-device AI matures by 2035: whether dedicated hardware closes the capability gap with the cloud, and whether on-device personalization makes privacy the default. Four scenarios, each with a falsifier.
Consent transfers a permission that would not otherwise exist. Digital systems keep the ritual and break the conditions — informedness, voluntariness, capacity, specificity — and the proposed replacements each have a cost.