DeepSeek V4.1 has just started testing.
At 3 p.m. today, the official DeepSeek community reported that the DeepSeek V4.1 Flash had started testing directly. There were no specific restrictions for users using t...
Global Robotics News
Independent global robotics news from Article module 102.
Latest editorial content
Each record is classified by both destination market and product layer, including complete robots and core components.
Industry & PolicyCompanies & ProductsIndustrial RoboticsMobile & Service RoboticsHumanoids & Embodied AIComponents & TechnologyApplications & Case StudiesResearch & InnovationAll
Why is the GPT-6 Astra so surprising? S-Space looks at the spatial intelligence inside the multi-mod
GPT-6 Astra's recently released 3D modeling and spatial understanding demo has sparked interest. It can build houses with furniture and backyards in Blender, and then tra...
All of a sudden, the next generation of OpenAI, the Bel, explodes to tackle the Millennium Challenge
Recently, Tristan Buckmaster, a prominent mathematician in fluid mechanics and partial differential equations at New York University, has developed a mysterious model wit...
Dr. Neda's team has come back to make "the red fruit of the game world!"
Two weeks after the official launch of the AI interactive entertainment platform Elseland, Elser launched its own unlimited canvas product ElsserStudio. There is no 3.9 f...
Human-robot funding fell for two months straight
The sharp contrast with the overall cooling is that multi-furniture smart start-ups made their debut in the capital market in the same year, which also confirms that the ...
The company's profits are 14 times the rate of revenue growth, and what has the robot company done r
In the first half of 2026, Total's low-grossing Intelligent Energy and Environmental Management System business revenue plummeted by 79.61%, down from 36.47% of revenue i...
Who is paying for fake self-development: a trace of touch sensing technology
In this path of robotic touch sensing, truly admirable breakthroughs have always been made by years of technical accumulation and engineering ability of hard core. The he...
The system summarizes 259 tasks: How does AI creation go from "generate" to "deliverable"?
The text, web pages, videos and code often stop in a "semi-finished" state: the poster text does not write wrong, but squeezes the page; the front screen of the website i...
OpenAI is big, and a word about creating a website is changing the life of SaaS!
Even if you don't write a line of code, even with just a few natural language hints or uploading a sketch, you can create a highly professional, functionally complex inte...
Just now, the Qing Dynasty has taken the top spot in PyTorch!
A Chinese AI chip company took a seat on the board of the PyTorch Foundation. In the room that gave the global AI development framework direction, a Chinese chair was add...
EMNLP 2026 Main's predictions are that the more real the environment, the worse the agent does inste
Beyond State Consistency: Behavior Consistency in Text-Based World Models Entry Information: EMNLP 2026 Main Conference "Generating text images doesn't look like the real...
The US Promises! beat the global team to take the ECCV 2026 CAD Challenge
Machine Heart recently released the latest list of the official ECCV 2026 CAD Challenge, where the team from the University of Wuhan beat the rest of the world's 27 teams...
We've already completed the B++ round of strategic financing, and we've already invested in Silicon,
Recently, Guangdong Tianjin Intelligent Systems Ltd. (abbreviated as Tianjin Machinery Company) announced the completion of the B++ round of strategic financing. This rou...
Is the Looped Transformer stronger on the same budget?
In the development of large models, the main means of enhancing capability has always been to "grow up", add more parameters, more data, more computation. Now, another id...
Anthropic Labs reveals that 20 teams decided to stay for two weeks, allowing 80% of the ideas to fai
A team of about 20 people from the Machine Heart editorial department created Claude Code, MCP and Claude Design. But in the opinion of Ben Mann, co-founder of Anthropic,...
GPT-6 Astra has just climbed to the top!
With the GPT-6 Astra coming out, it's directly blowing up the entire list, unstoppable. Today, with the latest 3D space reasoning benchmark MazeBench release, the Astra h...
Key guests continue to focus on the opening of the ninth China Robotics Summit in Hangzhou in Septem
On September 16-18, 2026, the ninth China Robotics Summit will open in Hangzhou's Future Technology City Academic Exchange Center. The summit will be organized by the Chi...
AI helped the CEO quietly find the grandmother of the Treasure Street
In the middle of the stage, a golden cube is coming to glory in the chaos of the universe. The founder and CEO of the new smartphone walks quietly in front of the stage, ...
The full spreadsheet architecture, no graphics for pre-training, LLaDA kill through open source text
In pre-training and mid-training phases, LLaDA-Image learns visual advance directly from image learning, with over 90% of cumulative production training samples using ima...
The CEO of Fantastic Engine surrounds the latest world model: code-driven, video model generates ima
In recent years, video generation models have progressed rapidly in terms of clarity, timing consistency, and controllability. Given text, images, camera trajectories, or...