18,000 photos to 2,400: my camera roll cleanup, done in an afternoon with AI

My camera roll hit 18,000 items — screenshots from three phones ago, twelve nearly identical photos of every sunset, and videos of a dog I no longer have. Every 'clean your photos' resolution had died the same way: too many decisions, each one tiny. This year it took one afternoon, and the difference was letting AI make the boring decisions.

The tooling was mundane. My gallery app's AI features grouped screenshots and receipts automatically. Duplicate detection found the burst-photo clusters. A newer photo-model feature let me search 'blurry' and 'food from 2022,' which is a sentence that would have sounded like magic two years ago. None of this is frontier AI. It's all the boring kind, finally in the default apps.

The rule that made it work I stole from a professional organizer: don't decide what to delete, decide what to keep. I made one pass where I favorited the photos that actually matter — roughly 2,400 of them. Then everything un-favorited from before a cutoff year went to an archive folder, not the trash. Deleting 15,000 photos one by one is impossible. Approving the deletion of a folder you know contains nothing you favorited takes one click and zero courage.

The AI's judgment needed auditing in exactly one category: screenshots. It confidently grouped 'important' screenshots that included two one-time codes I'd already used and a screenshot of a shipping label — the machine can't know which random capture holds my recovery codes. Everything human-irreplaceable got a manual glance. Everything else, I trusted the bulk actions.

The payoff isn't storage, though I got most of a phone's worth back. It's that I look at my camera roll now. Search 'autumn' returns pictures I forgot I took. The roll went from a landfill to something closer to an album, and it took one afternoon because I finally let the machine do the sorting and saved my judgment for the only question that matters: which ones are worth keeping.