Local AI Agents and Privacy-First Productivity Tools. Local LLM Usability: Interfaces and Mobile Breakthroughs. Small Model Training, Quantization, and New Architectures. Model Context Protocol (MCP) and Hugging Face Integration. AI Safety, Evaluation Awareness, and Deception Risks