The End of Binary Truth: Engineering Probabilistic Reality Filters Introduction The landscape of digital truth has undergone a seismic shift. For years, the battle against misinformation focused on identifying tell-tale "deepfake signatures"—digital artifacts that betrayed synthesized media. Our recent reporting from Black Hat Asia, however, paints a stark new reality: next-generation AI generators have achieved photorealism and audial perfection, rendering traditional forensic ...