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31 articles
Writing & research · 45 published articles
The technical thesis behind the products.
Deepfake forensics on DeFake, and machine-learning engineering on Medium — organized by expertise so readers can move from product claims to the thinking behind them.
45articles · 4 technical series
Featured research · 2026
Deepfake Detection Benchmark Whitepaper
Public benchmark methodology and results across 11 AI video generators — how DeFake evaluates detection in the generative era.
98.9%DeFake detection accuracy
Read the whitepaper ↗02
10 articles
MLOps & AI Agents
03
2 articles
TinyML & Edge AI
04
2 articles