Technology
ChatGPT’s agent can now do deep research for you
OpenAI has revealed another new agentic feature for ChatGPT called deep research, which it says can operate autonomously to “plan and execute a multi-step trajectory to find the data it needs, backtracking and reacting to real-time information where necessary.”
Instead of simply generating text, it shows a summary of its process in a sidebar, with citations and a summary showing the process used for reference.
Users can ask questions using text, images, and additional files like PDFs or spreadsheets to add context, and then it will take “anywhere from 5 to 30 minutes” to develop a response provided in the chat window, with promises that in the future it will also be able to include embedded images and charts. OpenAI also notes limitations for deep research, saying it can “sometimes hallucinate” and make up facts, struggle with telling the difference between authoritative info and rumors, and register how certain it should rate a response.
Developing ways for generative AI tools to be more useful and worth paying for is the future companies like OpenAI have promised for agents, and it claims that deep research is capable of operating at the level of a research analyst. The demo video included here begins with a request for info on changes in the retail industry over the last three years, with a response that includes bullet points and tables.
This feature closely follows OpenAI’s launch of Operator, a tool that can use a web browser to complete tasks for you, and is similar to the Project Mariner research prototype Google showed off in December. Google’s tool is not available to the public yet, but deep research is launching “with a version optimized for Pro users today.”
OpenAI is offering up to 100 queries per month for those paying the $200 monthly fee and “limited access” promised for Plus, Team, and eventually, Enterprise users, calling the ability “very compute intensive,” requiring more inference compute the longer it takes to research something. It also says that all paid users will get higher rate limits in the future when a faster, more cost-effective version is available.
A press release says that the model powering deep research scored a new high for accuracy on an AI benchmark dubbed “Humanity’s Last Exam,” which asks for responses to expert-level questions. The OpenAI deep research model reached an accuracy of 26.6 percent with browsing and python tools enabled, well above GPT-4o’s 3.3 percent, and the next highest scorer, its o3-mini (high) model evaluated only on text, at 13 percent.
Technology
Nvidia, Microsoft, and Arm are all teasing Nvidia’s new N1X laptop processors
It’s the world’s worst kept secret that Nvidia is about to announce its own Arm-powered laptop chips at Computex this weekend, and now Microsoft, Nvidia, and Arm are all openly teasing the announcement. The Windows and Nvidia GeForce accounts on X both posted “A new era of PC” earlier today, and now Arm has followed up with an identical post.
All three posts include coordinates pointing to where Computex is hosted in Taipei. Nvidia is holding a Computex keynote in Taipei at 8PM PT / 11PM ET on Sunday night, where it’s rumored to be announcing its new N1 and N1x laptop chips.
These Arm-powered Nvidia processors have been long-rumored, with reports earlier this year suggesting that both Lenovo and Dell have been preparing new laptops with the N1X chips. We first heard rumors about Nvidia’s laptop processors in 2023, and Dell CEO Michael Dell hinted at the possibility of an AI PC with Nvidia during an interview in 2024.
Nvidia’s entry into Windows on Arm will mean Qualcomm will no longer have an exclusive license for Microsoft’s Windows 11 Arm variant of its operating system. That’s good news for laptop competition, even if Qualcomm is trying to keep entry-level laptops affordable with its new Snapdragon C platform.
Technology
Hyundai to send 25,000 Atlas robots to the US
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Hyundai wants to bring humanoid robots into American car factories in a big way. The company is looking at a future where Boston Dynamics’ Atlas robots work alongside people inside U.S. auto plants.
These human-shaped machines can bend, lift, balance and move through spaces built for workers. That could change how cars get made. It could also raise new questions about factory jobs, safety and how much automation consumers are willing to accept.
Here’s what Hyundai is planning and why Atlas could become one of the most closely watched robots in American manufacturing.
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BMW PUTS HUMANOID ROBOTS TO WORK BUILDING EVS
Hyundai Motor Group plans to bring Boston Dynamics’ Atlas humanoid robots into U.S. auto factories as early as 2028. (Hyundai)
Hyundai Atlas robots are headed to U.S. factories
Hyundai Motor Group reportedly outlined plans to deploy more than 25,000 Atlas robots developed by Boston Dynamics across Hyundai Motor and Kia manufacturing facilities. The plan appeared in investor relations materials tied to a JPMorgan Chase-hosted session.
The company also plans to build annual production capacity for 30,000 Atlas robots by 2028. Hyundai has not released a detailed public schedule for every plant. However, Kia CEO Song Ho-sung said the robots are expected to begin work in 2028 at Hyundai Motor Group Metaplant America in Georgia. Kia’s Georgia plant would follow in 2029.
Why Hyundai wants Atlas humanoid robots
Hyundai faces the same pressures as other automakers. It needs faster production, flexible factories and better ways to handle labor shortages. Humanoid robots may help because they can work in areas designed for people. That can reduce the need to rebuild a factory from scratch.
Atlas could also help with physically demanding jobs. Lifting, carrying and moving awkward objects can wear down workers over time. If robots take on some of that work, factories could become safer. Still, this technology will need careful oversight. A humanoid robot working near people must move predictably and stop safely when something goes wrong.
INDUSTRIAL EXOSKELETONS HELP WORKERS DO MORE WITH LESS STRAIN
Hyundai’s robot rollout could reshape auto manufacturing while raising questions about jobs, safety and automation. (Hyundai)
How Boston Dynamics trained Atlas to lift
Boston Dynamics recently showed Atlas handling a heavy object in a new technical demo. The robot squatted down, picked up a mini-fridge, rotated its torso and carried the object while keeping its balance. The company says Atlas learned this behavior through reinforcement learning and simulation training. In simple terms, the robot practiced in a computer world before testing the skill in real life.
Engineers changed the object’s weight, floor friction, grip force and placement during training. That helped Atlas learn how to adapt when conditions changed. That is important because factory work rarely happens in perfect conditions. Parts shift. Floors vary. Workers move around. Loads can feel different from one moment to the next. Atlas needs to react in real time, not freeze when a task changes.
What makes Atlas different from older robots
Many robots rely heavily on cameras. Atlas also uses proprioception, which means internal body awareness. That may sound technical, but the idea is easy to understand. When you carry a grocery bag and the weight shifts, you feel it. Your body adjusts before you think about it.
Atlas uses sensors and software to do something similar. It monitors balance, grip pressure, resistance and body movement as it works. Boston Dynamics says the new Atlas platform also helps reduce the gap between simulation and real-world movement. The robot uses a simplified hardware design, symmetrical limbs and only two actuator types.
Actuators are the robot’s joints and muscles. Hyundai reportedly plans to make more than 300,000 actuator units each year at U.S. facilities. That shows Hyundai wants control over the parts that make humanoid robots move.
Hyundai Atlas robots raise job questions
The biggest concern is obvious. What happens to workers when thousands of humanoid robots enter factories? Companies often say robots will take on dull, dirty or dangerous tasks. That may be true in many cases. However, workers will still want clear answers about training, staffing and job security.
The rollout could create new roles in robotics maintenance, safety monitoring and factory software. It could also reduce the need for some physically demanding jobs over time. That trade-off will follow Hyundai’s robot plan closely. The company will need to show that Atlas improves factory safety and productivity without pushing workers aside without support. For now, Hyundai has not provided enough public detail to answer those workforce questions fully.
HUMANOID ROBOTS HANDLE QUALITY CHECKS AND ASSEMBLY AT AUTO PLANT
Hyundai reportedly plans to deploy more than 25,000 Atlas robots across Hyundai and Kia manufacturing facilities. (Hyundai)
What this means to you
This story may sound like it only affects autoworkers or car companies. But it could eventually touch anyone who buys a car. If humanoid robots help factories move faster, automakers may adjust production more quickly when demand changes. That could affect wait times for popular models.
Robot-assisted manufacturing could also influence vehicle costs. Automation can lower some production expenses, although savings do not always reach buyers right away. The bigger shift may be trust. Consumers may soon ask how much of their vehicle was built by humans and how much was handled by robots. That does not automatically make the car better or worse. But it does change the story behind how that car reached your driveway.
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Kurt’s key takeaways
Hyundai’s plan to deploy more than 25,000 Atlas humanoid robots in the U.S. marks a major shift for auto manufacturing. This is one of the clearest signs yet that humanoid robots are moving from demos into real industrial work. The Georgia rollout will be especially important. If Atlas performs well at Hyundai and Kia facilities, other automakers may feel pressure to speed up their own robotics plans. Still, the hard part starts on the factory floor. Atlas must work safely around people, handle unpredictable tasks and prove it can do more than impress in videos. The technology is exciting. The job questions are real. Hyundai now has to prove that both can be managed responsibly.
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Would you feel better buying a car built with help from humanoid robots, or would you wonder who got pushed off the factory floor? Let us know by writing to us at Cyberguy.com.
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Technology
Acer’s launching a Linux handheld for streaming your PC games
The Acer Nitro Blaze Link might run on Linux, but it’s no Steam Deck. Acer says it’s a “streaming-first handheld and companion device,” like a PlayStation Portal for your PC. Announced ahead of Computex on Friday, it’s launching in Q4 2026 with a 7-inch (1920 x 1200) display, Wi-Fi 6, just 1GB of LPDDR4 RAM, and 8GB of eMMC storage. That’s technically not even enough RAM to run Stardew Valley, but the Blaze Link isn’t meant for playing games locally.
Logitech launched a similar handheld a few years ago, the Logitech G Cloud, that cost $350, included 4GB of RAM and 64GB of storage, and ran on Android. It was a tough sell at that price considering that its performance was dependent on a good internet connection.
Acer hasn’t yet announced a price for the Nitro Blaze Link. But its specs suggest it could cost significantly less than proper handheld gaming PCs — which have been skyrocketing in price — potentially offering a more affordable and streaming-first alternative.
Correction, May 29th: The Nitro Blaze Link was announced ahead of Computex 2026, not at it.
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