Scalable and Secure AI Inference in Healthcare: A Comparative Benchmarking of FastAPI and Triton Inference Server on Kubernetes TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training DREAMS: A Social Exchange Theory-Informed Modeling of Misinformation Engagement on Social Media Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd Avoiding Premature Collapse: Adaptive Annealing for Entropy-Regularized Structural Inference