Foundation Models Evolve: Voice, Language, Image. Open LLMs: Benchmarking and Utility. AI for Research and Security: Deep Search and Malware Drift. Local AI, Hardware, and App Ecosystem Progress. LLM Context, Reasoning, and Specialized AI Workflows