Meituan debuts LongCat update as DeepSeek access credit becomes permanent

China AI compute news centered on model access, enterprise-agent infrastructure, and server architecture updates.

• Meituan’s LongCat API platform launched LongCat-2.5-Preview, a 1.6 trillion-parameter model focused on long-horizon tasks and multimodal capabilities, with API access and a web trial now available.

• LongCat-2.5-Preview adds image understanding for cross-modal Q&A, content summarization, and complex visual reasoning, and also emphasizes coding capabilities.

• OpenCode made its $60 usage credit for DeepSeek V4.1 Flash in OpenCode Go permanent after previously raising the credit from $15 to $60 as a limited-time campaign.

• A weekly AI roundup noted that Qianwen Office released enterprise agent infrastructure.

• The same roundup said Amazon officially announced Kimi K3 integration and xFusion released its FusionServer “Wuji” architecture.