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vendredi 19 juin 2026

AI coding agents taught robots how to install GPUs and cut zip ties

AI coding agents taught robots how to install GPUs and cut zip ties

What happens when you give AI coding agents a lab full of robotic arms, some compute resources, and a “generous token budget” for teaching the robots various tasks? The agents can apparently figure out a training regimen that teaches the robots to successfully cut zip ties and even insert GPUs into thin sockets on motherboards.

That glimpse into how AI can act in a fully autonomous way to automate robot training was made possible by a new agent harness framework—software that wraps around AI models to enable their use of various tools while also providing capabilities such as memory, context, constraint, and feedback loops. That agentic harness, called ENPIRE, was developed by robotics researchers at the Nvidia GEAR (Generalist Embodied Agent Research) lab alongside collaborators from Carnegie Mellon University in Pittsburgh and the University of California, Berkeley.

“A part of our NVIDIA GEAR lab now self-improves tirelessly overnight,” wrote Jim Fan, director of AI at NVIDIA, in a LinkedIn post. “We just read the reports in the morning.”

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jeudi 18 juin 2026

The Slate Truck's price may have leaked, starts at $24,950

The Slate Truck's price may have leaked, starts at $24,950

One of the most hotly anticipated electric vehicles makes its formal debut next week. It's the Blank Slate, a refreshingly simple pickup truck EV designed by Slate Auto, which is trying to take some of the soaring cost out of a new car with a back-to-basics approach that means even electric windows are an optional extra. Of course, a crucial aspect of this pared-back approach is pricing.

Plenty of people are attracted to the idea of a truck with a compact footprint, no infotainment system or embedded modem, and the option to upconvert it later into an SUV or fastback. In the abstract, at least, people aren't going to jump at the prospect of a truck with 150 miles (241 km) of range if it costs too much.

When Slate broke cover in 2025, it was targeting a price of around $20,000, assuming the $7,500 IRS clean vehicle tax credit would remain in effect, but it was abolished later that year.

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Towers once planned for California shuttle launches leveled for SpaceX rockets

Towers once planned for California shuttle launches leveled for SpaceX rockets

One of the United States' most storied space launch sites has been cleared of its decades-old support towers, making way for modern rockets to use the pad. Space Launch Complex-6 (SLC-6) at Vandenberg Space Force Station is arguably better known for what did not lift off from there than for what did.

A series of demolition charges on Tuesday (June 16) brought down the access tower, mobile service tower, and what remained of the assembly building at SLC-6—pronounced "slick-six"—in Southern California. Once the location for the US Air Force's first effort to put humans into space and later, the West Coast launch site for the space shuttle, SLC-6 will next be used by SpaceX in support of Falcon 9 and Falcon Heavy missions.

Vandenberg Space Force Base personnel watch as the assembly building at Space Launch Complex-6 (SLC-6) is toppled on June 16, 2026, to make way for SpaceX's use of the site. Credit: Space Launch Delta 30/Tech. Sgt. Draeke Layman

"Space Launch Complex-6 represents six decades of American innovation and our unwavering commitment to securing space superiority," Col. James T. Horne III, commander of Space Launch Delta 30 at Vandenberg, said in a statement. "By modernizing this historic footprint in partnership with our defense industrial base, we are building directly upon the foundation of our pioneers."

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Trump admin tries to block Clean Air Act lawsuit over xAI's gas turbines

Trump admin tries to block Clean Air Act lawsuit over xAI's gas turbines

The Trump administration is trying to help Elon Musk's xAI Corp. beat a Clean Air Act lawsuit filed by the National Association for the Advancement of Colored People (NAACP). The US said the NAACP lawsuit threatens an xAI data center that powers Grok systems needed by the military.

The NAACP sued xAI and subsidiary MZX Tech in April, alleging that they violated the Clean Air Act by operating 27 gas turbines without an air permit in Southaven, Mississippi. The number of unpermitted turbines rose to 57 by mid-May and there were plans to install two more, the NAACP said in a June 12 filing.

"Defendants’ Colossus Gas Plant powers xAI’s nearby Colossus 2 data center, which in turn powers the chatbot 'Grok,'" the lawsuit said. The gas turbines have fueled both health concerns and noise complaints.

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Cockroaches scurry around with thousands of pieces of bacterial genomes

Cockroaches scurry around with thousands of pieces of bacterial genomes

Last week, we looked at a new study of the origin of complex cells, one that showed that our ancestors' genomes were pieced together from bits and pieces of multiple species. It put a spotlight on a phenomenon called horizontal gene transfer, in which a gene from one species is incorporated into the genome of a distantly related species. The frequency of horizontal gene transfer means that, in addition to the neatly branching trees that relate species by common descent, there are small threads connecting distant branches of the tree of life.

It's easy to see why horizontal gene transfer would be common among microbes. They often live in complex communities that are likely awash in the DNA of dead and damaged cells. Plus, bacteria and archaea lack a membrane between their DNA and the rest of the cell, making it easier for environmental DNA to find its way to the genome.

However, a new study this week shows that horizontal gene transfers are remarkably common even in multicellular animals. And it does so by examining the genomes of multiple cockroach species, which have had bits of bacterial DNA for millions of years.

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Among the large new rockets Amazon was counting on, only Europe has delivered

Among the large new rockets Amazon was counting on, only Europe has delivered

Amazon now has hundreds of flight-ready satellites standing idle in Florida, waiting to join the company's low-Earth orbit Internet constellation, an Amazon official said Tuesday.

"They're built, and sitting in a payload processing facility waiting for trips to orbit," said Steve Metayer, vice president of Amazon Leo Production Operations, during a teleconference with reporters. "And we're currently manufacturing several satellites a day."

Metayer spoke on the eve of the company's next mission, during which an Ariane 64 rocket will launch three dozen Amazon Leo satellites into orbit from a spaceport in French Guiana. Liftoff is targeted for 7:53 am ET (11:53 UTC) on Wednesday.

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mercredi 17 juin 2026

Anthropic "pauses" token-based billing for its Claude Agent SDK

Anthropic "pauses" token-based billing for its Claude Agent SDK

Last month, Anthropic announced a billing change that would have substantially increased costs for heavy users of its automation-focused Claude Agent SDK, including many third-party apps. On Monday, though, Anthropic abruptly announced it had paused those pricing changes just as they were set to take effect, allowing Agent SDK users to continue drawing from the more generous usage limits in their existing Claude subscriptions.

The plan, as announced on May 13, would have treated usage of the Claude Agent SDK (including via third-party apps and the programmatic "claude -p" command) separately from "standard" Claude usage via the chat interface or the official Claude CLI. At the time, Anthropic said that, as of June 15, that kind of outside SDK usage would be billed at Anthropic's prevailing API rates, with subscribers receiving a simple monthly usage credit equal to their subscription price.

That would have been a major change from the current setup, where Agent SDK use is limited only by the standard weekly caps applied to a user's current Claude subscription tier. Those generous limits allow power users to squeeze a lot more usage out of those paid subscriptions than they would get by paying the same price for API fees. One analysis suggests that Claude Opus users start saving money from their subscription after just two to three messages per day, and that their subscription could be worth many multiples of its monthly cost in API usage.

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