fjo3 shares a report from France 24: Too many lines of code to analyze, armies of AI assistants to wrangle, and lengthy prompts to draft are among the laments by hard-core AI adopters. Consultants at Boston Consulting Group (BCG) have dubbed the phenomenon "AI brain fry," a state of mental exhaustion stemming "from the excessive use or supervision of artificial intelligence tools, pushed beyond our cognitive limits."

The rise of AI agents that tend to computer tasks on demand has put users in the position of managing smart, fast digital workers rather than having to grind through jobs themselves. "It's a brand-new kind of cognitive load," said Ben Wigler, co-founder of the start-up LoveMind AI. "You have to really babysit these models." [...] "There is a unique kind of reward hacking that can go on when you have productivity at the scale that encourages even later hours," Wigler said.

[Adam Mackintosh, a programmer for a Canadian company] recalled spending 15 consecutive hours fine-tuning around 25,000 lines of code in an application. "At the end, I felt like I couldn't code anymore," he recalled. "I could tell my dopamine was shot because I was irritable and didn't want to answer basic questions about my day."

BCG recommends in a recently published study that company leaders establish clear limits regarding employee use and supervision of AI. However, "That self-care piece is not really an America workplace value," Wigler said. "So, I am very skeptical as to whether or not its going to be healthy or even high quality in the long term." Notably, the report says everyone interviewed for the article "expressed overall positive views of AI despite the downsides." In fact, a recent BCG study actually found a decline in burnout rates when AI took over repetitive work tasks.

An anonymous reader quotes a report from TorrentFreak: In an effort to gather material for its LLM training, Meta used BitTorrent to download pirated books from Anna's Archive and other shadow libraries. According to several authors, Meta facilitated the infringement of others by "seeding" these torrents. This week, the court granted the authors permission to add these claims to their complaint, despite openly scolding their counsel for "lame excuses" and "Meta bashing." [...] The judge acknowledged that the contributory infringement claim could and should have been added back in November 2024, when the authors amended their complaint to include the distribution claim. After all, both claims arise from the same factual allegations about Meta's torrenting activity.

"The lawyers for the named plaintiffs have no excuse for neglecting to add a contributory infringement claim based on these allegations back in November 2024," Judge Chhabria wrote. The lawyers of the book authors claimed that the delay was the result of newly produced evidence that had "crystallized" their understanding of Meta's uploading activity. However, that did not impress the judge. He called it a "lame excuse" and "a bunch of doubletalk," noting that if the missing discovery truly prevented the contributory claim from being added in November 2024, the same logic would have prevented the distribution claim from being added at that time as well. "Rather than blaming Meta for producing discovery late, the plaintiffs' lawyers should have been candid with the Court, explaining that they missed an issue in a case of first impression..," the order reads.

Judge Chhabria went further, noting that the authors' law firm, Boies Schiller, showed "an ongoing pattern" of distracting from its own mistakes by attacking Meta. He pointed specifically to the dispute over when Meta disclosed its fair use defense to the distribution claim, which we covered here recently, characterizing it as a false distraction. "The lawyers for the plaintiffs seem so intent on bashing Meta that they are unable to exercise proper judgment about how to represent the interests of their clients and the proposed class members," the order reads. Despite the criticism, Chhabria granted the motion. [...] For now, the case moves forward with a fourth amended complaint, three new loan-out companies added as named plaintiffs, and a growing list of BitTorrent-related claims for Judge Chhabria to resolve.

Microsoft Copilot is reportedly injecting promotional "tips" into GitHub pull requests, with Neowin claiming more than 1.5 million PRs have been affected by messages advertising integrations like Raycast, Slack, Teams, and various IDEs. From the report: According to Melbourne-based software developer Zach Manson, a team member used the AI to fix a simple typo in a pull request. Copilot did the job, but it also took the liberty of editing the PR's description to include this message: "Quickly spin up Copilot coding agent tasks from anywhere on your macOS or Windows machine with Raycast." A quick search of that phrase on GitHub shows that the same promotional text appears in over 11,000 pull requests across thousands of repositories. Even merge requests on GitLab aren't safe from the injection.

So what's happening? Well, Raycast has a Copilot extension that can do things like create pull requests from a natural language command. The ad directly names Raycast, so you might think that Raycast is injecting the promo into the PRs to market its own app. But it is more likely that Microsoft is the one doing the injecting. If you look at the raw markdown of the affected pull requests, there is a hidden HTML comment, "START COPILOT CODING AGENT TIPS" placed right just before the ad tip. This suggests Microsoft is using the comment to insert a "tip" that points back to its own developer ecosystem or partner integrations.

For the "foreseeable future," Sony says it has stopped accepting new orders for most of its CFexpress and SD memory card lines due to the an ongoing memory supply shortage. "Due to the global shortage of semiconductors (memory) and other factors, it is anticipated that supply will not be able to meet demand for CFexpress memory cards and SD memory cards for the foreseeable future," the company said in a notice. "Therefore, we have decided to temporarily suspend the acceptance of orders from our authorized dealers and from customers at the Sony Store from March 27, 2026 onwards. PetaPixel reports: The suspension includes all of Sony's memory card lines, including CFexpress Type A, CFexpress Type B, and SD cards. The 240GB, 480GB, 960GB, and 1920GB capacity Type A cards have been suspended, as have the 480GB and 240GB Type B cards. The full gamut of Sony's high-end SD cards has also been suspended, including the 256GB, 128GB, and 64GB TOUGH-branded cards and the lower-end 512GB, 256GB, 128GB, and 256GB plainly-branded Sony cards, which cap out at V60 speeds. Even Sony's lower-end, V30 128GB and 64GB SD cards have been suspended, showcasing that the SSD shortage affects all types of solid state, not just the high-end ones.

It appears that only the 960GB CFexpress Type B card and the lowest-end SF-UZ series SD cards remain in production. However, those UHS-I SD cards are discontinued in the United States outside of a scant few retailers and resellers. "We sincerely apologize for any inconvenience this may cause our customers," Sony concludes.

An anonymous reader quotes a report from the BBC: Sweeping job cuts at Big Tech companies have become an annual tradition. How executives explain those decisions, however, has changed. Out are buzzwords like efficiency, over-hiring, and too many management layers. Today, all explanations stem from artificial intelligence (AI). In recent weeks, giants including Google, Amazon, Meta, as well as smaller firms such as Pinterest and Atlassian, have all announced or warned of plans to shrink their workforce, pointing to developments in AI that they say are allowing their firms to do more with fewer people. [...] But explaining cuts by pointing to advances in AI sounds better than citing cost pressures or a desire to please shareholders, says tech investor Terrence Rohan, who has had a seat on many company boards. "Pointing to AI makes a better blog post," Rohan says. "Or it at least doesn't make you seem as much the bad guy who just wants to cut people for cost-effectiveness."

That does not mean there is no substance behind the words, Rohan added. Some of the companies he's backing are using code that is 25% to 75% AI-generated. That is a sign of the real threat that AI tools for writing code represent to jobs such as software developer, computer engineer and programmer, posts once considered a near-guarantee of highly paid, stable careers. "Some of it is that the narrative is changing, some of it is that we really are starting to see step changes in productivity," Anne Hoecker, a partner at Bain who leads the consultancy's technology practice, says of the recent job cuts. "Leaders more recently are seeing these tools are good enough that you really can do the same amount of work with fundamentally less people."

There is another way that AI is driving job cuts -- and it has nothing to do with the technical abilities of coding tools and chatbots. Amazon, Meta, Google and Microsoft are collectively planning to pour $650 billion into AI in the coming year. As executives hunt for ways to try to ease investor shock at those costs, many are landing on payroll, typically tech firms' single biggest expense. [...] Although the expense of, for example, 30,000 corporate Amazon employees is dwarfed by that company's AI spending plans, firms of this size will now take any opportunity to cut costs, Rohan says. "They're playing a game of inches," Rohan says of cuts at Big Tech firms. "If you can even slightly tune the machine, that is helpful." Hoecker says cutting jobs also signals to stock market investors worried about the "real and huge" cost of AI development that executives are not blithely writing blank cheques. "It shows some discipline," says Hoecker. "Maybe laying off people isn't going to make much of a dent in that bill, but by creating a little bit of cashflow, it helps."

Their goal is to use biometric data and blockchain to build age-verification measures directly into disposable vape cartridges.

Wired reports on a partnership between vape/cartridge manufacturer Ispire Technology and regulatory consulting company Chemular (which specializes in the nicotine market) — which they've named "Ike Tech": [Using blockchain-based security, the e-cig cartridge] would use a camera to scan some form of ID and then also take a video of the user's face. Once it verifies your identity and determines you're old enough to vape, it translates that information into anonymized tokens. That info goes to an identity service like ID.me or Clear. If approved, it bounces back to the app, which then uses a Bluetooth signal to give the vape the OK to turn on.

"Everything is tokenized," [says Ispire CEO Michael Wang]. "As a result of this process, we don't communicate consumer personal private information." He says the process takes about a minute and a half... After that onetime check, the Bluetooth connection on the phone will recognize when the vape cartridge is nearby and keep it unlocked. Move the vape too far away from the phone, and it shuts off again. Based on testing, the companies behind Ike Tech claim this process has a 100 percent success rate in age verification, more or less calling the tech infallible. "The FDA told us it's the holy grail technology they were looking for," Wang says. "That's word-for-word what they said when we met with them...."

Wang says the goal is to implement additional features in the verification process, like geo-fencing, which would force the vape to shut off while near a school or on an airplane. In the future, the plan is to license this biometric verification tech to other e-cig companies. The tech may also grow to include fingerprint readers and expand to other product categories; Wang suggests guns, which have a long history of age-verification features not quite working.

Apple's 50th anniversary is this week — and Fast Company's Harry McCracken just published an 11,000-word oral history with some fun stories from Apple's earliest days and the long and winding road to its very first home computers: Steve Wozniak, cofounder, Apple: I told my dad when I was in high school, "I'm going to own a computer someday." My dad said, "It costs as much as a house." And I sat there at the table — I remember right where we were sitting — and I said, "I'll live in an apartment." I was going to have a computer if it was ever possible. I didn't need a house.
Woz even remembers trying to build a home computer early on with a teenaged Steve Jobs and Bill Fernandez from rejected parts procured from local electronics companies. Woz designed it — "not from anybody else's design or from a manual. And Fernandez was one of those kids that could use a soldering iron." Bill Fernandez: The computer was very basic. It was working, and we were starting to talk about how we could hook a teletype up to it. Mrs. Wozniak called a reporter from the San Jose Mercury, and he came over with a photographer. We set up the computer on the floor of Steve Wozniak's bedroom.

Well, the core integrated circuit that ran the power supply that I built was an old reject part. We turned on the computer, and the power supply smoked and burnt out the circuitry. So we didn't get our photos in the paper with an article about the boy geniuses.
But within a few years Jobs and Wozniak both wound up with jobs at local tech companies. Atari cofounder Nolan Bushnell remembers that Steve Jobs "wasn't a good engineer, but he was a great technician. He was pristine in his ability to solder, which was actually important in those days." Meanwhile Allen Baum had shared Wozniak's high school interest in computers, and later got Woz a job working at Hewlett-Packard — where employees were allowed to use stockroom parts for private projects. ("When he needed some parts, even if we didn't have them, I could order them.") Baum helped with the Apple I and II, and joined Apple a decade later.

Wozniak remembers being inspired to build that first Apple I by the local Homebrew Computing Club, people "talking about great things that would happen to society, that we would be able to communicate like we never did [before] and educate in new ways. And being a geek would be important and have value." And once he'd built his first computer, "I wanted these people to help create the revolution. And so I passed out my designs with no copyright notices — public domain, open source, everything. A couple of other people in the club did build it."

But Woz and Jobs had even tried pitching the computer as a Hewlett-Packard product, Woz remembers: Steve Wozniak: I showed them what it would cost and how it would work and what it could do with my little demos. They had all the engineering people and the marketing people, and they turned me down. That was the first of five turndowns from Hewlett-Packard. Steve Jobs and I had to go into business on our own.
In the end, Randy Wigginton, Apple employee No. 6 remembers witnessing Jobs, Wozniak, and Ronald Wayne the signing of Apple's founding contract, "which is pretty funny, because I was 15 at the time." And it was Allen Baum's father who gave Wozniak and Jobs the bridge loan to buy the parts they'd need for their first 500 computers.

After all the memories, the article concludes that "Trying to connect every dot between Apple, the tiny, dirt-poor 1970s startup, and Apple, the $3.7 trillion 21st-century global colossus, is impossible." But this much is clear: The company has always been at its best when its original quirky humanity and willingness to be an outlier shine through.

Mark Johnson, Apple employee No. 13: I was in Cupertino just yesterday. It's totally different. They own Cupertino now.

Jonathan Rotenberg, who cofounded the Boston Computer Society in 1977 at age 13: People want to hate Apple, because it is big and powerful. But Apple has an underlying moral purpose that is immensely deep and expansive...

Mike Markkula, the early retiree from Intel whose guidance and money turned the garage startup into a company: The culture mattered. People were there for the right reasons — to build something transformative — not just to make money. That alignment produced extraordinary results...

Steve Wozniak: Everything you do in life should have some element of joy in it. Even your work should have an element of joy... When you're about to die, you have certain memories. And for me, it's not going to be Apple going public or Apple being huge and all that. It's really going to be stories from the period when humble people spotted something that was interesting and followed it

I'll be thinking of that when I die, along with a lot of pranks I played. The important things.

The Wall Street Journal reports that Rivian "just won a yearslong battle with car dealers in Washington state that threatens the model of how cars are sold." After fighting to sell its vehicles directly to buyers, Rivian threatened to take its case to voters with a ballot measure to permit direct sales. The dealers blinked. The state's dealer lobby not only dropped its opposition to a sales loophole for Rivian and rival EV-maker Lucid, but also encouraged lawmakers to approve one. The measure became law this month...

New auto entrants like Rivian, and Tesla before it, have spent years contending with long-established U.S. state laws that require new cars to be sold through independent franchised dealers. The auto startups — typically makers of EVs — argue that they can offer a better experience by selling directly to consumers, much as Apple sells iPhones through its own stores and online. Rivian CEO RJ Scaringe has said the company is committed to direct-only sales because it's more profitable and gives the company control over how its vehicles are sold, marketed and maintained. The Washington compromise riled traditional automakers, including General Motors, Ford and Toyota, which lobbied against it, arguing it unfairly advantages startups. A trade group representing the automakers called it discriminatory and argued the exception could one day open the door to Chinese EV makers...

German automaker Volkswagen is currently facing several lawsuits from dealers over its plan to sell new Scout vehicles directly to consumers. Dealers say independent franchises are vital to the car-buying process, creating competition between dealerships that keeps prices affordable for consumers, while providing valuable services such as repairs, warranty work and financing... Yet for Washington's dealers, the prospect of putting franchise laws up for a popular vote laid bare a tough reality: given the choice, many car buyers want the freedom to avoid dealerships. Rivian's polling, which the company shared with lawmakers, showed nearly 70% of respondents favored allowing direct sales when asked whether they would support manufacturers selling cars directly to consumers...

The fight comes at a critical time for Rivian, which is launching a new, more affordable SUV in a bid to make consistent profits amid a downturn in U.S. EV sales... Rivian is able to directly sell cars in roughly half of U.S. states, but a number of them limit how many locations the company can operate. They can't disclose the price, though. For that, customers must go online.
The article notes that "Following the win, Rivian executives are eyeing other states that, like Washington, ban direct sales but also allow ballot initiatives: Arkansas, Ohio, Oklahoma, Montana, Nebraska and South Dakota..." It adds that lawmakers (from both parties) in the state of Washington had said "they have long felt pulled between giving consumers more car-buying freedom and protecting dealers, essentially small-business owners who are vital to local economies — and politically powerful."

But an executive at the Washington State Auto Dealers Association said dealers supported this new law partly because it protects them by barring future automakers from selling directly in the state, and by requiring Rivian and Lucid to adhere to the same regulations that govern how dealers operate.

Yes, this week YouTube and Meta were found negligent in a landmark case about social media addiction.

But "it's still far from certain what this defeat will change," argues The Verge's senior tech and policy editor, "and what the collateral damage could be." If these decisions survive appeal — which isn't certain — the direct outcome would be multimillion-dollar penalties. Depending on the outcome of several more "bellwether" cases in Los Angeles, a much larger group settlement could be reached down the road... For many activists, the overall goal is to make clear that lawsuits will keep piling up if companies don't change their business practices...

The best-case outcome of all this has been laid out by people like Julie Angwin, who wrote in The New York Times that companies should be pushed to change "toxic" features like infinite scrolling, beauty filters that encourage body dysmorphia, and algorithms that prioritize "shocking and crude" content. The worst-case scenario falls along the lines of a piece from Mike Masnick at Techdirt, who argued the rulings spell disaster for smaller social networks that could be sued for letting users post and see First Amendment-protected speech under a vague standard of harm. He noted that the New Mexico case hinged partly on arguing that Meta had harmed kids by providing end-to-end encryption in private messaging, creating an incentive to discontinue a feature that protects users' privacy — and indeed, Meta discontinued end-to-end encryption on Instagram earlier this month.

Blake Reid, a professor at Colorado Law, is more circumspect. "It's hard right now to forecast what's going to happen," Reid told The Verge in an interview. On Bluesky, he noted that companies will likely look for "cold, calculated" ways to avoid legal liability with the minimum possible disruption, not fundamentally rethink their business models. "There are obviously harms here and it's pretty important that the tort system clocked those harms" in the recent cases, he told The Verge. "It's just that what comes in the wake of them is less clear to me".
The article also includes this prediction from legal blogger/Section 230 export Eric Goldman. "There will be even stronger pushes to restrict or ban children from social media." Goldman argues "This hurts many subpopulations of minors, ranging from LGBTQ teens who will be isolated from communities that can help them navigate their identities to minors on the autism spectrum who can express themselves better online than they can in face-to-face conversations."

"It's time to charge for access," argues a new opinion piece at The Register. Begging billion-dollar companies to fund open source projects just isn't enough, writes long-time tech reporter Steven J. Vaughan-Nichols: Screw fair. Screw asking for dimes. You can't live off one-off charity donations... Depending on what people put in a tip jar is no way to fund anything of value... [A]ccording to a 2024 Tidelift maintainer report, 60 percent of open source maintainers are unpaid, and 60 percent have quit or considered quitting, largely due to burnout and lack of compensation. Oh, and of those getting paid, only 26 percent earn more than $1,000 a year for their work. They'd be better paid asking "Would you like fries with that?" at your local McDonald's...

Some organizations do support maintainers, for example, there's HeroDevs and its $20 million Open Source Sustainability Fund. Its mission is to pay maintainers of critical, often end-of-life open source components so they can keep shipping patches without burning out. Sentry's Open Source Pledge/Fund has given hundreds of thousands of dollars per year directly to maintainers of the packages Sentry depends on. Sentry is one of the few vendors that systematically maps its dependency tree and then actually cuts checks to the people maintaining that stack, as opposed to just talking about "giving back."

Sentry is on to something. We have the Linux Foundation to manage commercial open source projects, the Apache Foundation to oversee its various open source programs, the Open Source Initiative (OSI) to coordinate open source licenses, and many more for various specific projects. It's time we had an organization with the mission of ensuring that the top programmers and maintainers of valuable open source projects get a cut of the tech billionaire pie.

We must realign how businesses work with open source so that payment is no longer an optional charitable gift but a cost of doing business. To do that, we need an organization to create a viable, supportable path from big business to individual programmer. It's time for someone to step up and make this happen. Businesses, open source software, and maintainers will all be better off for it.
One possible future... Bruce Perens wrote the original Open Source definition in 1997, and now proposes a not-for-profit corporation developing "the Post Open Collection" of software, distributing its licensing fees to developers while providing services like user support, documentation, hardware-based authentication for developers, and even help with government compliance and lobbying.

Project Hail Mary has now grossed $300.8 million globally after earning another $54.1 million this weekend from 86 markets, reports Variety, noting that after just nine days it's now Amazon MGM's highest-grossing film ever.

And last weekend it had the best opening for a "non-franchise" movie in three years, adds the Associated Press — the best since 2023's Oppenheimer: Project Hail Mary, which cost nearly $200 million to produce... is on an enviable trajectory. Its second weekend hold was even better than that of Oppenheimer, which collected $46.7 million in its follow-up frame.
But the movie is based on a book by The Martian author Andy Weir, described by one news outlet as "a former software engineer and self-proclaimed 'lifelong space nerd'... known for his realistic and clear-eyed approach to scientifically technical stories." Project Hail Mary has plenty of real science in it, whether it be space mathematics, physics, or astrobiology... The film's namesake project is even comprised of the space programs of other nations, such as Roscosmos from Russia, the Chinese space program, and the European Space Agency...

The story relies on work NASA has done regarding exoplanets, or planets outside our solar system... [This includes a nearby star named Tau Ceti approximately 12 light years from Earth which is orbited by four planets — two once thought to be in "the habitable zone" where liquid water can exist.] Tau Ceti has long been the setting used by sci-fi authors and storytellers. Isaac Asimov used it for his Robot series. Arthur C. Clarke's "Rama" spacecraft came across a mysterious tetrahedron in the Tau Ceti system. Authors Ursula K. Le Guin and Kim Stanley Robinson also set stories in Tau Ceti, and it also serves as the extrasolar setting of the 1968 Jane Fonda film Barbarella. Most recently, the Bungie video game Marathon is set in the far-off system, serving as part of the background story for the extraction shooter, about a large-scale plan to colonize the Tau Ceti system.
The movie also mentions 40 Eridani A, according to the article, a real star about 16 light-years away that was said to be orbited by the fictional planet Vulcan, home to Star Trek's Mr. Spock. It's also mentioned in Frank Herbert's Dune as the star system of the planets Ix and Richese ("noted for their machine culture and miniaturisation," according to the Stellar Australis site's "Project Dune" page).

And in a video on IMAX's YouTube channel, the film's directors explain how for a crucial scene they used non-visible-light photography, which is also an important part of modern astronomy. "Even the credits incorporate real astrophotography into the final moments," the article points out, using the work of award-winning Australian astrophotographer Rod Prazeres. "The only difference between his work of capturing space data in images and what ended up on the big screen was that he gave them 'starless versions' of his photographs to make it easier to place credit text over them."

Prazeres wrote on his web site that he was touched the producers "wanted the real thing... In a world where CGI and AI are everywhere, it meant a lot..."

"Scientists have created a microscopic QR code so tiny it can only be seen with an electron microscope," reports Science Daily. It's "smaller than most bacteria and now officially a world record."

"But this isn't just about size; it's about durability. By engraving data into ultra-stable ceramic materials, the team has opened the door to storing information that could last for centuries or even millennia without needing power or maintenance." Scientists at TU Wien, working with data storage company Cerabyte, produced a QR code measuring just 1.98 square micrometers... officially confirmed and recorded in the Guinness Book of Records...

Each pixel measures just 49 nanometers, which is about ten times smaller than the wavelength of visible light. As a result, the pattern is completely invisible under normal conditions and cannot be resolved using visible light. However, when viewed with an electron microscope, the QR code can be clearly and reliably read. The storage capacity is also impressive. More than 2 terabytes of data could fit within the area of a single A4 sheet of paper using this approach...

This work points toward a more sustainable future for data storage, where information can be preserved securely for the long term with minimal energy use.
"We live in the information age, yet we store our knowledge in media that are astonishingly short-lived," says Alexander Kirnbaue (from the thin film materials science division at Vienna's Tu Wein research university). "With ceramic storage media, we are pursuing a similar approach to that of ancient cultures, whose inscriptions we can still read today..."

"We now aim to use other materials, increase writing speeds, and develop scalable manufacturing processes so that ceramic data storage can be used not only in laboratories but also in industrial applications."

Utility-scale solar construction... by robots! It's "one of the largest real-world demonstrations," notes Electrek, with 100 MW of capacity installed by the "Maximo" robots from AES, one of the world's top power companies.

Maximo uses AI "to automate the heavy lifting of solar panels and accelerate solar installation," according to their web page, which shows a video of Maximo at work installing a vast field of solar panels in Kern County, California. With assistance from Nvidia, the Maximo team could "develop, test and refine robotic capabilities through physics-based simulation and AI driven modeling before deploying updates in the field," reports Electrek, and they're aiming for a full GW of solar generating capacity: After completing the first half of the Bellefield complex last summer, Maximo engineers went into a higher gear, with the latest version 3.0 robots consistently surpassing an installation rate of one module per minute, with construction crews installing as many as 24 solar panel modules per hour, per person. If that sounds fast, that's because it is. At full tilt, the latest Maximo robot-equipped crews have nearly doubled the output of traditional installation methods at similar solar locations throughout Southern California.

"Reaching 100 MW is an important milestone for Maximo and for the role robotics can play in solar construction," explains Chris Shelton, president of Maximo. "It demonstrates that field robotics can move beyond experimentation and deliver consistent results at utility scale. As solar deployment continues to accelerate globally, technologies that improve installation speed, quality and reliability will become increasingly important...."

Like just about every other business that demands a high degree of physical labor, the construction industry is facing huge labor shortages, making machines like Maximo that provide real efficiency gains welcome additions to the job site.
"The combination of AI, vision, robotics and simulation driven engineering reduced development and validation timelines," the Maximo team said in a statement, "and increased confidence in field performance as the robotic fleet scaled."

"What happens when you can describe the social experience you want and have it built for you...?" asks Bluesky? "We've just started experimenting, but we're sharing it now because we want you to build alongside us."

Called "Attie" — because it's built with Bluesky's decentralized publishing framework, AT Protocol (which is open source) — the new assistant turns natural language prompts into social feeds, without users having to know how to code. (It's part of Bluesky's mission to "develop and drive large-scale adoption of technologies for open and decentralized public conversation.")

Engadget reports: On the Attie website, examples include prompts like, "Show me electronic music and experimental sound from people in my network" or "Builders working on agent infrastructure and open protocol design."

"It feels more like having a conversation than configuring software," [writes Bluesky's former CEO/current chief innovation officer, Jay Graber, in a blog post]. "You describe the sort of posts you want to see, and the coding agent builds the feed you described."

Graber added that Attie is a separate app from Bluesky and users don't have to use the new AI assistant if they don't want to. However, since Attie and Bluesky were built on the same framework, it could mean there will be some cross-app implementation between the two or any other app built on the AT Protocol.
"Attie is open for beta signups today, and we'll be sharing what we learn along the way," Graber writes in the blog post. "To learn more about Attie, visit: Attie.AI. Come help us find out what this can be."

The blog post warns that "Right now, AI is undermining human agency at the same time it's enhancing it," since "The proliferation of low-quality AI-generated content is making public social networks noisier and less trustworthy..." And in a world where "signal is getting harder to find... The major platforms aren't trying to fix this problem." They're using AI to increase the time users spend on-platform, to harvest training data, and to shape what users see and believe through systems they can't inspect and didn't choose. We think AI should serve people, not platforms...

An open protocol puts this power directly in users' hands. You can use it to build your own feeds, create software that works the way you want it to, and find signal in the noise. We built the AT Protocol so anyone could build any app they imagine on top of it, but until recently "anyone" really meant "anyone who can code." Agentic coding tools change that. For the first time, an open protocol can be genuinely open to everyone...

The Atmosphere [Bluesky's interoperable ecosystem] is an open data layer with a clearly defined schema for applications, which makes it uniquely well-suited for coding agents to build on... Bluesky will continue to evolve as a social app millions of people rely on. Attie will be where we experiment with agentic social.

AI is an accelerant on whatever it's applied to. I want it to accelerate decentralizing social and putting power back in users' hands. But I don't think the most interesting things built on AT Protocol will come from us. They're going to come from everyone who picks up these tools and starts building.

In many rural areas, America's online shoppers can wait half a week or more for deliveries. But Amazon started a $4 billion "rural delivery push" last year, reports Bloomberg, and has now cut delivery times to under 24 hours for 1 in 5 rural and small-town households, with 48-hour delivery to 62% of rural households. The payoff could be huge. Rural shoppers in the US collectively spend $1 trillion a year on clothing, electronics, household goods and other items, representing about 20% of retail purchases excluding cars and gasoline, according to Morgan Stanley. Amazon aims to recondition those shoppers to expect quick delivery, which would play to its strengths and make the company top-of-mind for online purchases... "Rural America is often overlooked," said Sky Canaves, an analyst at EMarketer Inc. who tracks online sales. "This is the opportunity Amazon is trying to seize because e-commerce growth is getting harder to come by...."

Amazon's rural push will require a lot more rural business owners willing to make deliveries... Today, Amazon delivers more parcels overall than UPS and FedEx, which are both shedding workers and shrinking their delivery networks, including in rural areas. By picking up the slack, Amazon is expected to become the largest parcel carrier in the US — surpassing the postal service — in 2028, according to the shipping software company Pitney Bowes. Amazon currently delivers two of three orders itself. For rural shoppers, the most visible change will be fewer brown UPS trucks, fewer packages delivered by mail carriers and more small business owners pulling up in their minivans.
Amazon's relationship with America's postal service "has become rocky following a dispute over contract terms," notes the Wall Street Journal. But they also share an interesting calculation by Marc Wulfraat, president of MWPVL International, a supply-chain consultancy monitoring the e-commerce company's logistics network. . At Amazon's current pace of constructing 40 to 50 new delivery hubs each year, he estimates Amazon will be able to ship packages to every single U.S. ZIP Code within four years.