Latest Insights

As text-to-video models like OpenAI Sora and Kling achieve photorealism, discovering how AI video detectors use temporal consistency analysis to catch synthetic media.

Live deepfakes are being used for corporate fraud on Zoom calls. Learn how real-time frame-by-frame forensics can detect face swaps during live streams.

Learn how to detect AI-generated videos on YouTube, TikTok, and X using advanced AI video forensics.

With models like Sora and Kling flooding social media with AI videos, manual verification is dead. Here is how to verify social media videos with AI forensics.

Deepfake scams are flooding social media platforms. Learn how to identify AI-generated videos and protect yourself from sophisticated digital fraud.

Deepfake detection is now part of daily review in media and trust-and-safety teams. Automated checks should be paired with provenance validation.

Explore how 2D Fast Fourier Transform (FFT) analysis detects high-frequency periodic lattice artifacts and sensor noise discrepancies in diffusion models.

Deep forensic breakdown of photorealistic portraits: dissecting corneal specular highlight geometry, epidermal pore isotropy, and ear cartilage blending in FLUX.1 and Midjourney v6.

Why cryptographic provenance like C2PA fails when social platforms compress images, and how pixel-level mathematical forensics provides an uncheatable defense.