Probabilistic Fact-Checking Emerges as AI-Generated Media Becomes Indistinguishable from Reality

Next-generation AI generators have achieved photorealism and audial perfection, rendering traditional deepfake detection tools obsolete. Engineers are now building probabilistic fact-checkers that assign trust scores on a spectrum rather than binary real/fake labels. The approach uses multiple analytical modules to assess media authenticity dynamically.