Why Binary Fact-Checking Fails in the AI Era and How Probabilistic Tools Help
Next-gen AI generators now create media indistinguishable from reality, forcing engineers to abandon simple fake-or-real checks. A new approach uses probabilistic scoring to assess trustworthiness across multiple dimensions, marking the end of binary truth.