Open weights and open interfaces led the day: DeepReinforce’s Ornith-1.0 targets agentic coding, LongCat-2.0 scales MoE to 1.6T, and an Open Memory Protocol proposes portable memories across assistants. On tooling, Claude Code added org-wide defaults and tightened MCP security, while AllenAI’s DiScoFormer explores unified generative modeling. Macroscopically, South Korea’s $1T bet signals the chip race accelerating.