#subjective-logic News & Analysis

PaTAS: A Framework for Trust Propagation in Neural Networks Using Subjective Logic

Researchers introduce PaTAS (Parallel Trust Assessment System), a framework that uses Subjective Logic to measure and propagate trust through neural networks alongside standard computation. The system identifies reliability gaps and adversarial vulnerabilities that traditional metrics like accuracy fail to detect, offering a foundation for deploying AI safely in critical applications.