AI Models
DeepSeek V4 Pro shifts attention from raw benchmarks toward agent capability
The latest model cycle highlights tool use, coding, reasoning and inference economics.
T2CH AI Developments
AI Developments in China
Follow the technical race across large language models, multimodal systems, AI agents, inference efficiency and embodied intelligence.
Robotics
Embodied AI becomes a new meeting point for model labs and robot makers
Humanoid platforms are evolving into real-world training environments for multimodal systems.
Compute
AI chip constraints keep efficiency research in the spotlight
The economics of training and inference are pushing software and hardware teams to co-optimize.
Research
Chinese labs explore smaller, faster and more deployable AI systems
Efficiency is emerging as a product feature rather than a purely technical metric.