Model Management, Cross-GPU Challenges, and Performance Tweaks. Model Specialization and Task-Specific Deployments. Agentic, Multimodal, and Specialized Model Frontiers. Model Safety, Deception, and Trustworthiness Benchmarks. Data, Attribution, and Watermarking for Media Authenticity