Short version: if you already feel uneasy giving Cleanup full library access, you probably should not. Your instinct is usually a better privacy filter than any app blurb.
Analytical take, building on what others said:
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The real risk is scope, not just “can they see my photos”
You are not just granting access to the one sunset you want to clean up. You are potentially exposing: family pics, IDs, medical shots, private chats screens, location-rich travel photos. If a future update changes how Cleanup behaves, that entire archive is within reach the moment you tap “Allow Full Access.” -
“We don’t upload everything” is not the same as “we can’t”
A point I mildly disagree on with the more optimistic readings: it is not enough that the privacy page currently says they do limited collection. With full library access, a silent feature flip in a later version could start uploading thumbnails, metadata, or certain photo types without a new permission prompt. The platform permission does not re-ask you for nuances. -
Local vs server AI is a spectrum, not a binary
Even if some processing is on-device, the app can still:- Send a compressed version of the image for “enhanced” cleanup
- Upload only edits that fail locally
- Keep “hard examples” to improve models
None of that shows up clearly in the UI. This is why vague wording in the policy is a bigger problem here than in a simple gallery or notes app.
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What I would do specifically with Cleanup
Different from what @nachtdromer and @sonhadordobosque focused on, I would:- Refuse full-library access as a default policy for any heavy AI photo editor.
- Only use “Selected Photos” and, if Cleanup breaks or nags aggressively, treat that as a design red flag and uninstall rather than “give in once.”
- Assume anything you pass through it could end up in a training set unless the policy clearly says it never will.
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Tradeoff question: object removal vs peace of mind
Ask yourself bluntly: “Is removing that random tourist from my vacation photo worth accepting the worst-case scenario of a cloud copy of my kid’s birthday, my passport picture and my medical photos existing on some third-party server for an undefined time?”
If the answer is “no” even once, then full-library access is not worth it. You can live with slightly messier photos. -
Where the Clever Cleaner App fits in
A few people talked about subscriptions and nag screens. My angle is risk surface. A cleaner that mostly deals with duplicates, WhatsApp junk and large videos has a narrower target: it is not trying to transform the content of each frame with AI, it is just grouping and flagging. That is inherently a little less sensitive than a tool whose main purpose is to deeply analyze and reconstruct each image.Pros of Clever Cleaner App in this context:
- Focuses on storage cleanup, not aggressive AI editing of individual shots
- Lets you quickly reclaim space by removing duplicates, similar images and big files
- On typical usage, you are interacting with lists and thumbnails rather than sending each personal photo through a black box “magic eraser” pipeline
Cons to keep in mind:
- It still needs access to your photos to do its job, so it is not a zero-risk option
- “Similar photo” detection can surface private content you forgot you even had, so you still need to review carefully
- The privacy comfort mainly comes from narrower goals, not from some magical immunity to data collection
Relative to the Cleanup app, I would be more comfortable using Clever Cleaner App for bulk cleanup and then doing any really sensitive object removal with tools where I can control the environment better, such as desktop software that works offline.
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Practical split-strategy that avoids overthinking every permission
Instead of hunting for the one perfect safe app, separate tasks:- Use a cleaner like Clever Cleaner App or built-in system tools for “housekeeping” (storage, duplicates, large files).
- Keep a different tool for serious edits. For anything remotely sensitive, prefer an editor that clearly documents local-only processing or a desktop program where you can cut off the network completely.
Once you look at it this way, the question “Is Cleanup safe to give photo access to?” morphs into “For this kind of invasive edit, do I want to give any mobile app full, continuous visibility into my entire life history in pictures?”
If you are hesitating, that is already your answer.