DeepSeek R1 Sets New Benchmark. MiniCPM4, Edge AI, and Quantization Advances. LLMs as Coders: Debugging, IDEs, and Automation. Hardware: RTX 5090, Data Smuggling, and Training at the Edge. Security: Fortinet RCE, Magic Leap Exploit, and Cyber Awareness Skepticism