Doubao Work defines the test for agent software
Dudao Technology's proposed agent compiler for the business world frames the real test for agent software: can a system turn fragmented business rules into work...
AI & Agents
The systems Chinese companies are wiring into real work, and what they actually do once they get there.
66 articles
Microduck makes robot training a user workflow
Microduck turns a robot from hardware into a training loop: a neural-network policy can move from MuJoCo simulation onto a physical machine.
Apple Watch Series 12 puts workout records into AI feedback
TripNow turns a travel plan into structured records: a Trip contains its destination and dates, while each Activity holds a time and place.
Zhedie makes the case for specialist AI teams
Agent-based product work can now turn sufficient context and several rounds of conversation into prototypes and PRDs, shifting the scarce work away from first...
Codex makes agent capacity a workflow constraint
Codex makes remaining agent capacity part of the job: its displayed percentage shows service left in the current time window.
Boxer makes local AI a review problem
Yuankong AI and HP's local-inference solution reframes workplace AI from a metered cloud service into hardware-owned capacity, shifting the central challenge...
GPT-6 Astra needs an asset pipeline, not a single prompt
GPT-6 turns a striking 3D demo into a question of orchestration: which software it configures, which asset service it calls, and how the finished result is checked.
Xiaowei should negotiate plans, not write your Moments
WeChat's limited Xiaowei test can write Moments posts and comment on friends' posts, placing an AI inside one of the most personal routines in Chinese social...
RayNeo iO puts AI memory in glasses without a camera
RayNeo iO puts an all-day smart memory function into a 34-gram, crown-frame pair of glasses, continuously organizing daily information and prompting users about...
Halo shows where task-bound AI needs human limits
OpenAI's ChatGPT points to a shift in AI design: the useful product is increasingly a bounded task with context and an outcome, rather than a digital stand-in...
GPT-6 Astra needs a task console, not a bigger chat window
GPT-6 Astra points toward AI that runs work rather than merely extends a chat window. According to woshipm, it is positioned to operate computers and browsers...
Qianwen Office turns prompts into governed workspaces
Qianwen Office turns descriptions of roles into a multi-person collaboration app. It also uses task descriptions and retained data. The app includes permissions.
Gaia turns context into the operating system
Xiaomi's XiaoAi Memory turns a three-finger swipe on any screen into a saved piece of personal context, while Hisense's JUOS aims to extend that idea across an...
Sharpa's DQ robot needs a deployment memory
Sharpa's DQ robot follows DQ's original Blizzard process, from taking cups and dispensing ingredients to adding toppings and mixing.
Atlas turns spatial capture into a robot test loop
Atlas reconstructs a photographed real space and can generate RGB views and depth information for a robot moving along different routes, turning spatial capture...
OpenRouter makes the case for an agent execution stack
OpenRouter shows why an agent execution stack must choose where requests run, not merely which model answers them.
GPT-6 Astra makes agent controls part of the workflow
Astra turns the disputed idea of AGI into a workplace question: can a system use tools, operate software, complete multi-step tasks, and sometimes pursue a goal...
Qianwen Office makes prompts into shared business tools
Qianwen Office (千问办公) turns a written requirement into a publishable webpage where up to 100 people can collaborate online, shifting the AI-office question from...
GENiEX makes a fictional world the reason to return
GENiEX turns an AI conversation into a return visit to SEIVOID, METAPEX's original science-fiction world, through a physical device whose characters, unlocks...
Mech-Mind makes the case for deployment-ready robot AI
Mech-Mind's Mech-Eye supports robot deployment. Mech-Vision and Mech-Viz extend that deployment into a chain from seeing a workpiece to locating it, then...
Unitree filings put humanoid work claims in context
The 2026 World Robot Conference puts China's humanoid-work claims beside a more practical question: which machines can prove useful in constrained workflows?
WorkBuddy meets users before the workday starts
Qwen brings its foundation model and CosyVoice speech capabilities into PC office scenarios, placing AI near the moment work begins.
Inside TeleXperience, robot learning becomes a data loop
MORPHI KINO's 15-minute household run makes embodied AI's central problem visible: a robot must keep learning from execution, rather than merely complete a...
WALL-SS puts robot simulation on trial in the real world
WALL-SS simulates 60-second tasks such as pouring water and organizing objects, then compares the outcomes of different actions before a robot acts.