Deepfake Detection in 2026: What Actually Works Against Viral AI Video
Beyond the visual tells. A technical evaluation of multi-modal forensic AI, C2PA provenance watermarking, and photoplethysmography-based liveness detection.
8/1/202623 min read
#Computer Vision
7 articles tagged with Computer Vision
Detecting AI-Generated Images: What Actually Still Works in 2026
The cat-and-mouse game of AI image detection. Why metadata watermarks (C2PA) and frequency-domain DCT artifacts work while pixel-level detectors fail.
8/1/202625 min read
Gemini 3.5 Flash's Spatial Reasoning: Tested on Real UI Screenshots
Beyond pixel diffing. Benchmark Gemini 3.5 Flash's spatial understanding, layout parsing, and visual regression detection across complex web UI screenshots.
8/1/202623 min read
How AI Video Generation Actually Works, Explained for the TikTok Trend You Saw
Sifting physics from rendering. A technical look at Diffusion Transformers (DiT), 3D VAE compression, and how AI video models simulate real-world physical dynamics.
8/1/202623 min read
Multimodal Input in Production: Video Understanding That Actually Works
Production video LLM pipelines. How frame sampling strategies, keyframe extraction, audio alignment, and multimodal token chunking power 2026 video understanding.
8/1/202623 min read
The Technical Pipeline Behind a Viral AI Pet-Portrait Trend
The engineering behind viral pet portraits. How InstantID face embeddings, Subject-Driven LoRA fine-tuning, and fur segmentation masks power $1M viral consumer apps.
8/1/202625 min read
Real-Time WebGPU Video Processing: Writing Custom Post-Processing Shaders in WGSL
Learn how to build real-time web video effects pipelines. Write custom post-processing shaders in WGSL to handle camera filters and background removal on the GPU.
6/4/202612 min read