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 Opinion
Analysis & Opinion
Context for understanding the incentives, trade-offs and market structures behind China’s fast-changing AI ecosystem.
Platforms
ByteDance assembles a full-stack AI strategy
Consumer assistants, model APIs, video generation and cloud infrastructure increasingly sit under one roof.
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.
Market Access
Global technology companies adapt AI products to China’s regulatory environment
Partnerships with domestic model providers are becoming strategically important.