Inferring Missing Trajectory Data with Temporal Convolutional Networks Toward Standardized Cross-Vendor Agent Tool Trust Management in Autonomous Networks Evaluating Communicative Belief Updates in Large Language Models via Implicature Recognition and Cancellation Matrix-Free Photoacoustic Image Reconstruction via Sensor-Token Self-Attention PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents