Local LLM Hardware Bottlenecks and Workarounds. Open Agent Benchmarks and Reasoning Models. Tools and UIs for Local, Agentic LLMs. Training-Free Image/Video Editing, Model Pruning & Human Video Generation. Model Finetuning, Platform Support & Inference Hardware Economics