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October 18, 2025
Michael Roberts

AI Content Detection: How to Verify Authenticity

Learn how to use digital forensics to detect if a file was generated by AI tools like Midjourney or DALL-E.

In the age of Generative AI, knowing what is real and what is synthetic is becoming a superpower. AI-generated images leave behind "forensic artifacts" that our studio can detect.

## How Detection Works We analyze: 1. Metadata Signatures: Hidden tags inserted by AI models. 2. Binary Artifacts: Patterns in the file's binary structure that differ from traditional camera sensors. 3. Software Headers: Identifying "Content Credentials" and C2PA manifests.

## Why it Matters From journalism to insurance claims, verifying the provenance of an image is crucial for maintaining trust and preventing misinformation.

Michael Roberts

Lead Cloud Engineer

Michael architects high-performance cloud tools and is passionate about file compression algorithms.

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