China AI Native Industry Insights – 20260617 – Alibaba | Xiaomi MiMo | Qoder | more
Explore Alibaba Cloud’s Qwen-Robot, Xiaomi’s MiMo Claw, QoderWork’s Consciousness, and Kimi’s K2.7 Code. Discover more in Today’s China AI Native Industry Insights.
1. Alibaba Cloud releases Qwen-Robot Suite: three foundation models for navigation, manipulation, and world modeling
Alibaba Cloud announced the Qwen-Robot Suite, comprising three foundation models designed to bridge vision-language understanding with physical actions. Qwen-RobotNav unifies instruction following, goal navigation, object tracking, and autonomous driving through configurable observation encoding, trained on 15.6 million samples. Qwen-RobotManip addresses cross-embodiment manipulation using an 80-dimensional state-action representation and camera-frame end-effector poses, trained on over 38,100 hours of data including open-source robot demonstrations and synthesized human-to-robot transfer data. Qwen-RobotWorld employs natural language action interfaces to predict physically plausible futures across manipulation, driving, and navigation scenarios, trained on 8.6 million video-text pairs. The three models achieved state-of-the-art results on multiple benchmarks and demonstrated zero-shot generalization in real-world deployments on Unitree Go2 robots and various robotic platforms.
Read more: https://mp.weixin.qq.com/s/gXO8T7scL0a5CQ8Opn39dQ
Video Credit: The original article
2. Xiaomi launches MiMo Claw official version with MiMo-V2.5-Pro model and subscription service
Xiaomi released the official version of MiMo Claw, a cloud-based AI agent product powered by the MiMo-V2.5-Pro flagship model with deep integration into the OpenClaw framework. The service partners with Kingsoft Office ecosystem to provide document workflow solutions supporting Word, Excel, PPT, and PDF formats with AI generation, preview, and editing capabilities. Free users now receive upgraded access with 4 hours daily usage time, while paid subscription plans start at 14.9 yuan per month during the promotional period. The MiMo-V2.5-Pro model achieves 63.8% task completion rate on ClawEval benchmarks with 40-60% lower token consumption compared to similar products.
Read more: https://mp.weixin.qq.com/s/N5ac768a8LkhEjOVpkR1dQ
Video Credit: NotebookLM
3. QoderWork launches Consciousness feature with memory, reflection, and skill evolution capabilities for AI assistants
QoderWork has released a new Consciousness feature that enables AI assistants to develop memory, self-reflection, and continuous evolution capabilities. The system consists of three components: a memory layer that distinguishes short-term and long-term memory across sessions, a reflection mechanism that upgrades, corrects, or rolls back memory entries after conversations, and a skill evolution module that converts repeated tasks into reusable capabilities. The feature is available to all QoderWork users with both automatic and manual modes, and maintains additional operational costs within 5 percent of base conversation costs through optimizations like Fork Session and prompt cache.
Read more: https://mp.weixin.qq.com/s/5-ToSlIKIyJaUpx3B6TIKA
Video Credit: The original article
4. Kimi releases K2.7 Code high-speed version with 5-6x faster output speed via API
Kimi announced the release of K2.7 Code high-speed version, which offers 5-6 times faster output speed compared to the standard version of the same model. The high-speed version delivers approximately 180 tokens per second in typical programming scenarios and up to 260 tokens per second in short-context scenarios. The API is priced at twice the cost of the standard version and is accessible to developers through the Kimi API platform using model ID kimi-k2.7-code-highspeed. Users of Kimi Code Plan can join an early access program to test the high-speed version, with broader rollout planned for July starting with Allegretto and higher-tier members.
Read more: https://mp.weixin.qq.com/s/p87ebkY1xqKtkGZ2N3DGSw
Video Credit: The original article
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