Choose the risk you actually have
A photo can carry location data, an AI answer can hide an unsupported assumption, and a generated image can have provenance evidence that is easy to miss. Start with the object in front of you instead of a generic AI detector.
Keep private files local
The photo privacy, metadata and Content Credentials tools are designed for browser-side inspection. Read the page before selecting a file and do not treat a missing signal as proof that a file is safe or authentic.
Turn a result into a decision
Use the answer audit for dates, prices, current events and recommendations. Ask which claim is verified, which is inferred, what is missing and what observation would change the conclusion.
Share the explanation, not a fake certainty
A useful result names its evidence and its boundary. Save a clean copy only when you understand what was removed, and do not publish an AI probability as a verdict.
Use the next guide when the first result is unclear
The tools are connected as a reading path: inspect privacy, understand metadata, compare provenance, then audit the answer or image that caused the concern.
Frequently asked questions
H/M Blindspot · hogarmas.net
Do these tools upload my photo?
The photo privacy, metadata and provenance workbenches are designed to analyze files in the browser. Read each tool's current privacy notice before using it; no local result should be treated as a server-side guarantee.
Can an AI detector prove an image is fake?
No. Available provenance or editing evidence can inform a review, but missing Content Credentials do not prove that an image is fake or human-made.
What should I check first?
If you are sharing a photo, start with privacy or metadata. If you are deciding whether to act on a response, start with the AI answer audit.
Are these checks paid?
The reading guides and the linked local tools are free. They run in your browser where stated and do not require a hosted model call.