Tutorial
How to Check If an Image Is AI-Generated: 5 Evidence Signals
Learn how to check whether an image may be AI-generated using C2PA, OpenAI-style markers, EXIF metadata, byte markers, and forensic clues.
11 min readRead guide →
AI image provenance guides
Learn how to read C2PA, metadata, markers, and forensic image evidence.
These guides explain how to check whether an image may be AI-generated without pretending that any single signal is perfect. Start with the original file, review provenance first, and use detector-style clues as supporting context.
Start an evidence-first review
Use these guides to decide what the file can support before making a real-or-fake claim.
C2PA and provenance records
Understand what Content Credentials, signatures, trust, asset binding, and watermarks can—and cannot—verify.
Metadata and processed copies
Interpret screenshots, social copies, EXIF, raw byte markers, and frequency clues without overstating certainty.
Publisher and generator workflows
Apply the evidence report to editorial decisions and generator-specific questions.
Report examples
Read documented fixture outcomes before writing a claim about an image.
Reviewer resourceBenchmark record
Inspect the public fixture conditions, runtime environment, and limits behind img2det examples.
Reviewer resourceMethodology
Review how img2det ranks trusted provenance, marker evidence, camera metadata, byte clues, frequency context, and uncertainty.
Tool explanation
C2PA Checker: What Content Credentials Can and Cannot Verify
Understand what a C2PA checker can verify: manifests, claim signatures, trust policy, content binding, ingredients, and the limits of Content Credentials.
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Comparison
AI Image Detector vs Provenance Checker: What’s the Difference?
Compare AI image detectors with provenance checkers and learn why evidence reports are safer than binary real-or-fake claims.
7 min readRead guide →
Alternative comparison
OpenAI Image Verifier Alternative: C2PA, SynthID, and Metadata Signals
Compare OpenAI image verification with broader C2PA, SynthID, metadata, marker, and provenance evidence checks for AI-generated images.
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Generator-specific tutorial
How to Verify ChatGPT, DALL-E, Midjourney and Stable Diffusion Images
Learn how to review ChatGPT, DALL-E, Midjourney, Stable Diffusion, and other AI images using provenance, metadata, markers, and context.
9 min readRead guide →
Tutorial
Screenshot vs Original Image Provenance: Why Signals Disappear
Learn why screenshots, reposts, and compressed copies often lose C2PA, EXIF, and marker evidence, and why original files produce better reports.
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Informational
EXIF Metadata and AI Image Checking: Useful Signal or False Clue?
Learn how EXIF camera metadata can support image review, why it can disappear or be edited, and why camera-like evidence is not proof.
8 min readRead guide →
Technical explainer
Image Byte Markers for AI Provenance: Raw File String Clues
Understand how raw byte markers, C2PA strings, XMP labels, and provider hints can support AI provenance review without proving origin alone.
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Technical explainer
Frequency Analysis for AI Images: What It Shows and Where It Fails
Learn what frequency analysis can reveal about AI images, why scores are not probabilities, and how compression or resizing can change results.
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Comparison
Content Credentials vs Watermarks: Which Signal Should You Trust?
Compare C2PA Content Credentials, visible labels, invisible watermarks, and detector clues so you can interpret AI image evidence without overclaiming.
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Technical explainer
C2PA Trust, Signatures, and Asset Binding Explained
Understand the difference between C2PA manifest presence, signature validity, signer trust, and asset binding when reading image provenance reports.
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Checklist
AI Image Verification Checklist for Journalists and Creators
A field-ready checklist for reviewing AI image evidence before publication, reuse, takedown requests, or social sharing.
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Commercial comparison
AI Image Detection Accuracy Comparison 2026: Tools Tested
Compare AI image detection accuracy in 2026 and learn why evidence reports, provenance, C2PA, and false-positive rates matter more than bold claims.
8 min readRead guide →
Tool landing guide
AI Image Provenance Checker: C2PA, Metadata, Markers
Use an AI image provenance checker to inspect C2PA Content Credentials, metadata, byte markers, camera evidence, and provenance gaps before deciding.
11 min readRead guide →