Verne V0.5: What Robot Deployment Still Needs Beyond the Model
Verne V0.5 focuses on the gap between a robot model and reliable deployment. The article discusses hardware interfaces, control loops, data, evaluation, and the engineeri...
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
$29 an Hour: Turning Egocentric Video into Robot-Training Data
A data provider is offering egocentric video for robot training at about $29 per hour. The article explains how human-viewpoint footage is collected, labeled, and convert...
What Does It Take to Build an Embodied-AI Startup? A Graduate Student’s View from Silicon Valley
A graduate student’s observations from Silicon Valley offer a candid look at building an embodied-AI company, including the gap between research prototypes, hardware cons...
IQuestRT Nearly Triples Inference Speed: Coding Agents Tune the Engine and Overtake Manual Optimizat
IQuest Research has open-sourced IQuestRT, an inference engine optimized for the IQuest-Q1 model. The team reports 910.70 tokens/s on eight GPUs—2.94 times the throughput...
ChatGPT Can Finally Generate GIFs: Images 2.6 Launches with a Surprise Upgrade
Just now, ChatGPT Images 2.6 has launched a major upgrade, with the graphics speed going crazy by 50%. This is also the first time, and OpenAI's first initiative, AI grap...
NeurIPS 2026: HKU Introduces RaPO to Fight Catastrophic Forgetting in MLLM Fine-Tuning
In the field of LLM/MLLM, reinforcement fine-tuning based on verifier rewards, such as GRPO, exhibits significant advantages in triggering complex reasoning abilities. Du...
From RDT-1B to Liber-0: How Far Have Foundation Models Come in Two Years?
Machine Heart released in October 2024, Machine Heart reported on a core model work by the Qinghai team: RDT-1B. At the time, while still a PhD student at the post-doctor...
GPT-Image-2.6 Rolls Out with Native GIF and SVG Generation; GPT-6.2 Astra Also Appears
GPT-Image-2.6 has reportedly reached broad availability with faster generation, native GIF creation, and direct SVG export. The article also discusses the appearance of G...
OpenAI Says It Found 948 Linux Kernel Vulnerabilities for $1.2 Million
OpenAI says an AI system identified 948 local privilege-escalation vulnerabilities in the Linux kernel and generated patches at a reported cost of $1.2 million. The artic...
Anthropic’s IPO Was Not Withdrawn, but the Shrinking Trillion-Dollar AI Bubble Has Wall Street Worri
Just yesterday, a post on X sparked a thousand waves. A big V said: The Anthropic IPO has been canceled! Now, the news has been rumoured, and on the SEC official website,...
Altman: Who Should Decide How Much Smarter AI May Become Than Humans?
In an interview with Raj Shamani published on November 3, OpenAI CEO Ottman initially raised the question. This sounds like an episode in a science fiction film, but it's...
OpenAI Acquires Pierre: Is Codex Coming for Git?
OpenAI officially announced the acquisition of Pierre Computer Company. OpenAI said the acquisition was to accelerate a vision to make Codex a team that builds software t...
When Should Decision Models Reason? StartLux-Decision Offers On-Demand Inference and Probability Cal
After the decision-training language model reopens the generating switch, it is not necessary to be able to reason steadily. In the researcher's experiments, the 4B model...
AI Starts Teaching AI to Drive as the Next Autonomous-Driving Race Moves into Virtual Worlds
In addition to being tested on real roads, unmanned vehicles can now enter AI-built virtual cities, completing a virtual route measurement of 100,000 kilometers a day. He...
A 5,000-Word Specification Yields Just 14% from Claude: Testing 28 Agent Combinations
Product managers come up with new requirements that developers often don't get from document lists or function signatures. They need to understand constraints, track the ...
Princeton CS Star Leaves Anthropic, Having Helped Make Claude Code a Hit
In the early morning hours of the 4th, Claude Code and Cowork's General Manager of Products, Cat Wu, Catherine Wu, issued a farewell letter announcing that Friday was her...
How Force-Controlled Genes Close the Industrial Loop: Siasun Robot’s Physical AI Methodology
In the 1990s, researchers at the German Space Center (DLR) focused on a very novel problem: robots could not perceive objects they were touching like humans. At the time,...
Zero Revenue Yet, Still Raising Hundreds of Millions: How Overseas Capital Values Robotics
Over the past half-month, the list of overseas robotics racetrack financing has been somewhat unusual. But if you mark one of these transactions, you'll find that the mos...
Embodied Innovation and Full-Stack Efficiency: Geekplus Moves Toward 24/7 Autonomous Warehouses
Gravity's body model: take a counter-three, predict the future, grab rods, independently restore the Gravity body model shown on-site, demonstrate the complex long-range ...
October Funding Rebounds: 68 Embodied-Robot Companies Raise More Than RMB 17 Billion Against the Tid
While the high-growth high-tech smart industry seems to have taken the test of a cliff-like drop in heat finance in September this year. The industry is cooling down, and...