OpenRouter has integrated with Tencent Hy4's official version, supporting millions of word contexts and image inputs; AMD's third-quarter data center revenue reached $8.5 billion, a year-on-year increase of 97%, and Fal also disclosed a new round of large-scale financing. On the application side, OpenAI demonstrated AI's application in mechanical, electrical, and automotive engineering, and Topaz upgraded its image enhancement. Enterprise deployments are simultaneously addressing trust and control: CrowdStrike launched a gateway-level agent kill switch, and Anthropic released its proof-of-inference prototype.