On-device AI: what it is genuinely good at now
Five categories where local models are genuinely sufficient, the honest ledger of what you give up, and a five-second test for whether an app is really running on your phone.
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Five categories where local models are genuinely sufficient, the honest ledger of what you give up, and a five-second test for whether an app is really running on your phone.
The differences are not about pixels: how the device is held, how long the session runs, whether it shares the screen, and whether a keyboard is attached.
Three separate questions hide in every category, and the one people skim past is the strongest signal on the page.
Four questions, and only one is about content. The others are about what happens when a child taps something unexpected — which is most of the time.
The same four failures across every tool, because they are properties of the audio rather than the app — which is why comparing on a clean sample tells you nothing.