"McDonald's is giving its 43,000 restaurants a technology makeover," reports the Wall Street Journal, including AI-enabled drive-throughs and AI-powered tools for managers — as well as internet-connected kitchen equipment.

"Technology solutions will alleviate the stress...." says McDonald's CIO Brian Rice. McDonald's tapped Google Cloud in late 2023 to bring more computing power to each of its restaurants — giving them the ability to process and analyze data on-site... a faster, cheaper option than sending data to the cloud, especially in more far-flung locations with less reliable cloud connections, said Rice... Edge computing will enable applications like predicting when kitchen equipment — such as fryers and its notorious McFlurry ice cream machines — is likely to break down, Rice said. The burger chain said its suppliers have begun installing sensors on kitchen equipment that will feed data to the edge computing system and give franchisees a "real-time" view into how their restaurants are operating. AI can then analyze that data for early signs of a maintenance problem.

McDonald's is also exploring the use of computer vision, the form of AI behind facial recognition, in store-mounted cameras to determine whether orders are accurate before they're handed to customers, he said. "If we can proactively address those issues before they occur, that's going to mean smoother operations in the future," Rice added...

Additionally, the ability to tap edge computing will power voice AI at the drive-through, a capability McDonald's is also working with Google's cloud-computing arm to explore, Rice said. The company has been experimenting with voice-activated drive-throughs and robotic deep fryers since 2019, and ended its partnership with International Business Machines to test automated order-taking at the drive-through in 2024.

Edge computing will also help McDonald's restaurant managers oversee their in-store operations. The burger giant is looking to create a "generative AI virtual manager," Rice said, which handles administrative tasks such as shift scheduling on managers' behalf. Fast-food giant Yum Brands' Pizza Hut and Taco Bell have explored similar capabilities.

"PepsiCo is launching a new product, Simply Ruffles Hot & Spicy, which uses natural ingredients like tomato powder and red chile pepper instead of artificial dyes," reports Bloomberg. But it's part of a larger trend: In one of the final acts of President Joe Biden's administration, the U.S. Food and Drug Administration banned Red No. 3, effective in January 2027 for food, one of a handful of synthetic colors that have become something of a symbol of all that is wrong with the American food system and the ultraprocessed foods that dominate it. Putting Red No. 3 aside, the rest of the colors remain legal, and they're used in tens of thousands of supermarket and convenience-store products in the United States, according to NielsenIQ data. The recent campaign against them became one of the pillars of the "Make America Healthy Again" movement championed by Health and Human Services Secretary Robert F. Kennedy Jr. The criticism follows what health advocates have been saying for years: The synthetic colors add nothing to taste, nutritional value or shelf life but make unhealthy foods more visually appealing. Worst of all, there are concerns that the dyes may be carcinogenic or trigger hyperactivity in some kids.

[Ian Puddephat, vice president of research and development for food ingredients at PepsiCo] says PepsiCo is "on a mission to get them out of the portfolio as much as we can"... PepsiCo has a dozen brands, including Simply, that don't have the artificial dyes, and the company is working to pull them out of an additional eight brands in the next year.
Other companies are trying too, according to the article. Though Ironically, "the supply chain for colors like a radish's red or annatto's orange is not as robust as that for Red No. 40 or Yellow No. 6."

But there's also been some success stories: In 2016, Kraft Heinz Foods Co. announced that it'd made good on an earlier promise to get artificial dyes out of its recipe — and apparently, nobody noticed. "We just haven't told that story," says Carlos Abrams-Rivera, Kraft Heinz's CEO. (The lack of artificial dyes is more prominent on the boxes now...)
Thanks to long-time Slashdot schwit1 for haring the article.

Broadcom's VMware acquisition has significantly boosted revenue, largely driven by high-priced VMware Cloud Foundation bundles adopted by the majority of its top customers. The Register reports: Broadcom's acquisition of VMware appears to be a big success, on the balance sheet at least, after the company announced a big majority of its top 10,000 customers have decided to acquire its Cloud Foundation stack and posted strong growth. The chips-and-code company today announced its results for the quarter ended February 2nd, its first for FY 2025. Revenue of $14.92 billion represented 25 percent year-on-year growth. Net income of $5.5 billion was a 315 percent increase on the result from Q1 2024.

Broadcom no longer breaks out VMware revenue: sales of Virtzilla's wares are all now lumped into its infrastructure software business unit, which posted $6.7 billion revenue for Q1, up from $4.55 billion for the same quarter last year. Direct comparisons of those numbers are not wise as Broadcom owned VMware for four fifths of Q1 2024. Consider, instead, the $1.97 billion Q4 2023 and $7.6 billion FY 2023 software revenue that Broadcom recorded before it acquired VMware.

Know, also, that Broadcom's software sales grew by just three percent in FY 2023 and four percent in FY 2022. That slow growth means the jump from $1.97 billion software revenue in Q4 2023 to $6.7 billion in Q1 2025 is likely due to VMware, which in its last quarter as an independent company reported $3.4 billion revenue. It therefore looks a lot like Broadcom has added around $1 billion to quarterly VMware revenue in a little over a year.

The spectacular collapse of fintech middleman Synapse has left $200 million in customer money frozen and up to $95 million missing, with no clear answers about where the funds went. After Synapse, a financial technology company connecting other fintechs to banks, filed for bankruptcy in April 2024, customers of apps like Yotta, Juno, and Copper found themselves locked out of their savings.

Founded in 2014 by Sankaet Pathak, Synapse connected consumer-facing fintech platforms with banks holding customer deposits. The disaster unfolded after relationships with regional bank Evolve and unicorn client Mercury deteriorated, triggering a chain reaction through the financial infrastructure. Nearly a year later, Fortune reports that a Department of Justice criminal investigation is underway, while the bankruptcy's court-appointed trustee called the situation an "awful, awful" mess. The debacle, the outlet writes, exposes the risks lurking beneath popular financial apps operating in a regulatory frontier where customer funds travel across an invisible bridge of intermediaries.

An anonymous reader shares a report: A physicist has cast doubt on a test that underlies a high-profile claim by Microsoft to have created the first 'topological qubits', a long-sought goal of the company's quantum computing effort. The critique comes amid mounting speculation about the validity of Microsoft's claim.

Microsoft announced the breakthrough, which could lead to a quantum computer more resistant to information loss than with other approaches, on 19 February. Without a peer-reviewed paper backing up the claim, some researchers were sceptical. An accompanying paper in Nature described a method to measure the read-out from future topological qubits, but did not offer proof of their existence.

In the latest critique, posted as a preprint, Henry Legg, a theoretical physicist at the University of St Andrews, UK, raises concerns about a test that Microsoft uses to look for Majoranas, so-far undiscovered quasiparticles arising from the collective behaviour of electrons that are needed for the topological qubits to work.

Known as the topological gap protocol (TGP), the test is not mentioned in the 19 February Microsoft announcement. But the company has subsequently indicated to Nature's news team, and in a comment online, that it created the topological qubits using the TGP. "Since the TGP is flawed, the very foundations of the qubit are not there," says Legg. Business Insider, separately reports: On February 19, Microsoft unveiled a new quantum processor called Majorana 1. [...] On the same day, Simone Severini, Amazon's head of quantum technologies, emailed CEO Andy Jassy casting doubt on Microsoft's claims, according to a copy of the email obtained by Business Insider.

Severini wrote that Microsoft's underlying scientific paper, released in Nature, "doesn't actually demonstrate" the claimed achievement and only showed that the new chip "could potentially enable future experiments."

[...] Oskar Painter, Amazon's head of quantum hardware, stressed the need to "push back on BS statements like S. Nadella's," likely in reference to the Microsoft CEO Satya Nadella's social media post proclaiming major advancements with the Majorana chip. Further reading:
Scientists Question Microsoft's Quantum Computing Claims.

FiveThirtyEight founder Nate Silver, on the site's demise: Last night, as President Trump delivered his State of the Union address, the Wall Street Journal reported that ABC News would lay off the remaining staff at 538 as part of broader cuts within corporate parent Disney. Having been through several rounds of this before, including two years ago when the staff was cut by more than half and my tenure expired too, I know it's a brutal process for everyone involved. It's also tough being in a business while having a constant anvil over your head, as we had in pretty much every odd-numbered (non-election) year from 2017 onward at 538/FiveThirtyEight. I don't know all of the staffers from the most recent iteration of the site, but the ones I have met or who I overlapped with are all extremely conscientious and hard-working people and were often forced to work double-duty as jobs were cut but frequently not replaced. My heart goes out to them, and I'm happy to provide recommendations for people I worked with there.

[...] The basic issue is that Disney was never particularly interested in running FiveThirtyEight as a business, even though I think it could have been a good business. Although they were generous in maintaining the site for so long and almost never interfered in our editorial process, the sort of muscle memory a media property builds early in its tenure tends to stick. We had an incredibly talented editorial staff, but we never had enough "product" people or strategy people to help the business grow and sustain itself. It's always an uphill battle under those conditions, particularly when it comes to recruiting and retaining staff, who were constantly being poached by outlets like the New York Times and the Washington Post.

Earlier this week, Meta chief product officer Chris Cox said the company's upcoming open-source Llama 4 AI will help power AI agents for hundreds of millions of businesses. CNBC reports: The AI agents won't just be responding to prompts. They will be capable of new levels of reasoning and action -- surfing the web and handling many tasks that might be of use to consumers and businesses. And that's where Shih comes in. Meta's AI is already being used by over 700 million consumers, according to Shih, and her job is to bring the same technologies to businesses. "Not every business, especially small businesses, has the ability to hire these large AI teams, and so now we're building business AIs for these small businesses so that even they can benefit from all of this innovation that's happening," she told CNBC's Julia Boorstin in an interview for the CNBC Changemakers Spotlight series.

She expects the uptake among businesses to happen soon, and spread far and wide. "We're quickly coming to a place where every business, from the very large to the very small, they're going to have a business agent representing it and acting on its behalf, in its voice -- the way that businesses today have websites and email addresses," Shih said. While major companies across sectors of the economy are investing millions of dollars to develop customer LLMs, "doing fancy things like fine tuning models," as Shih put it, "If you're a small business -- you own a coffee shop, you own a jewelry shop online, you're distributing through Instagram -- you don't have the resources to hire a big AI team, and so now our dream is that they won't have to."

For both consumers and businesses, the implications of the advances discussed by Cox and Shih will be significant in daily life. For consumers, Shih says, "Their AI assistant [will] do all kinds of things, from researching products to planning trips, planning social outings with their friends." On the business side, Shih pointed to the 200 million small businesses around the world that are already using Meta services and platforms. "They're using WhatsApp, they're using Facebook, they're using Instagram, both to acquire customers, but also engage and deepen each of those relationships. Very soon, each of those businesses are going to have these AIs that can represent them and help automate redundant tasks, help speak in their voice, help them find more customers and provide almost like a concierge service to every single one of their customers, 24/7."

The FCC says it plans to vote next month to explore alternatives to GPS after national security concerns have been raised about relying on a single system crucial to modern life. From a report: "Continuing to rely so heavily on one system leaves us exposed," FCC Chair Brendan Carr said. "We need to develop redundant technologies." There have been reports of a rise in GPS interference around the world, particularly since 2023, known as spoofing raising fears of an increased risk of accidents if planes veer off-course. "Disruptions to GPS have the potential to undermine the nation's economic and national security. And the risks to our current system are only increasing," Carr said, noting President Donald Trump and a bipartisan group of lawmakers have called for action for years.

Google is urging officials at President Donald Trump's Justice Department to back away from a push to break up the search engine company, citing national security concerns, Bloomberg reported Wednesday, citing sources familiar with the discussions. From the report: Representatives for the Alphabet unit asked the government in a meeting last week to take a less aggressive stance as the US looks to end what a judge ruled to be an illegal online search monopoly, said the people, who asked not to be identified discussing the private deliberations. The Biden administration in November had called for Google to sell its Chrome web browser and make other changes to its business including an end to billions of dollars in exclusivity payments to companies including Apple.

Although Google has previously pushed back on the Biden-era plan, the recent discussions may preview aspects of the company's approach to the case as it continues under the Trump administration. A federal judge is set to rule on how Google must change its practices following hearings scheduled for next month. Both sides are due to file their final proposals to the judge on Friday.

WordPress co-founder Matt Mullenweg said on a podcast he aims to eventually hand over leadership to a single successor rather than "a committee," amid growing calls for him to step down following his legal battle with hosting company WP Engine. On a recent episode of Lenny's Podcast, Mullenweg discussed his succession strategy for Automattic, the parent company of WordPress.com, WooCommerce and Tumblr. "I want to pass it to someone else who could have a role similar to mine, and really sort of try to be a steward," Mullenweg said, comparing the position to "being like a mayor than a CEO" as the leader would remain accountable to users and contributors.

Citigroup nearly credited about $6 billion to a customer's account in its wealth-management business by accident. From a report: The near-error occurred after a staffer handling the transfer copied and pasted the account number into a field for the dollar figure, which was detected on the next business day, the report added. The wealth division's near-miss was reported to regulators and the company has since set up a tool to help vet large, anomalous payments and transfers, according to the report. The error was related to an attempted transfer of funds between internal accounts, the report said. Last week, the Financial Times reported that Citigroup erroneously credited $81 trillion, instead of $280, to a customer's account and took hours to reverse the transaction.

AmiMoJo shares a report: Europe's biggest battery storage project has entered commercial operation in Scotland [alternative source], promising to soak up surplus wind power and prevent turbines being paid to switch off.

Zenobe said the first phase of its project at Blackhillock, between Inverness and Aberdeen, was now live with capacity to store enough power to supply 200 megawatts of electricity for two hours. It is due to be expanded to 300 megawatts by next year, enough to supply 3.1 million homes, more than every household in Scotland.

The government's Clean Power 2030 action plan sets a target capacity of up to 27 gigawatts of batteries by 2030, a sixfold increase from the 4.5 gigawatts installed today. This huge expansion is seen as critical as Britain builds more renewable wind and solar power, since batteries can store surplus generation for use when the wind does not blow and the sun does not shine.

An anonymous reader quotes a report from TechCrunch: Chipmaker TSMC said that it aims to invest "at least" $100 billion in chip manufacturing plants in the U.S. over the next four years as part of an effort to expand the company's network of semiconductor factories. President Donald Trump announced the news during a press conference Monday. TSMC's cash infusion will fund the construction of several new facilities in Arizona, C. C. Wei, chairman and CEO of TSMC, said during the briefing. "We are going to produce many AI chips to support AI progress," Wei said.

TSMC previously pledged to pour $65 billion into U.S.-based fabrication plants and has received up to $6.6 billion in grants from the CHIPS Act, a major Biden administration-era law that sought to boost domestic semiconductor production. The new investment brings TSMC's total investments in the U.S. chip industry to around $165 billion, Trump said in prepared remarks. [...] TSMC, the world's largest contract chip maker, already has several facilities in the U.S., including a factory in Arizona that began mass production late last year. But the company currently reserves its most sophisticated facilities for its home country of Taiwan.

The world's biggest call center company is using artificial intelligence to "neutralise" Indian accents for Western customers. From a report: Teleperformance said it was applying real-time AI software on phone calls in order to increase "human empathy" between two people on the phone. The French company's customers in the UK include parts of the Government, the NHS, Vodafone and eBay.

Teleperformance has 90,000 employees in India and tens of thousands more in other countries. It is using software from Sanas, an American company that says the system helps "build a more understanding world" and reduces miscommunication. The company's website says it makes call center workers more productive and means customer service calls are resolved more quickly. The company also says it means call center workers are less likely to be abused and customers are less likely to demand to speak to a supervisor. It is already used by companies including Walmart and UPS.

U.S. publishers are increasingly abandoning paperback editions of nonfiction books, eliminating a traditional second chance for authors to reach readers with lower-priced versions of their work. New adult nonfiction paperback titles plummeted 42% between 2019 and 2024 [non-paywalled source] to under 40,000, while hardcover titles fell just 9% during the same period, according to Bowker Books in Print.

"It's profoundly demoralizing that a book that might have taken four years to write and was published with such promise is done after five months," Dan Conaway, a senior literary agent with Writers House, told WSJ. The shift reflects changing consumer habits, the rise of digital formats, and market realities where Amazon sometimes prices hardcovers below paperbacks. Barnes & Noble now promotes just one nonfiction paperback monthly.

Job placement rates have declined at all top U.S. business schools [non-paywalled source] since 2021, leaving MBA graduates anxious about their expensive degrees' return on investment. Harvard Business School, which produced Wall Street titans like Bill Ackman and Ray Dalio, saw the percentage of graduates without job offers three months post-graduation rise from 4% in 2021 to 15% currently.

Similar trends are evident at Stanford, Chicago Booth, MIT Sloan, and Wharton, where 7% of 2024 graduates lacked offers within three months of completing their programs. Industry experts cited in a Bloomberg report attribute the downturn to tepid white-collar job growth, declining private-sector wages, and high-profile layoffs at companies including Meta and JPMorgan.

Nvidia and Broadcom are conducting manufacturing tests using Intel's advanced 18A chip production process, according to Reuters, signaling potential confidence in the struggling chipmaker's contract manufacturing ambitions. The previously unreported tests could lead to significant manufacturing contracts for Intel, whose foundry business has suffered delays and lacks major chip designer customers.

AMD is also evaluating Intel's 18A technology, which competes with Taiwan's dominant TSMC, according to the report. The current tests focus on determining capabilities of Intel's process rather than running complete chip designs. Intel faces additional setbacks, with qualification of critical intellectual property for 18A taking longer than expected, potentially delaying some customer chip production until mid-2026.

Adafruit managing director Phillip Torrone (also long-time Slashdot reader ptorrone) shared an interesting blog post. They'd spotted a Reddit post "detailing how someone took a 27-year-old visual basic EXE file, fed it to Claude 3.7, and watched as it reverse-engineered the program and rewrote it in Python." It was an old Visual Basic 4 program they had written in 1997. Running a VB4 exe in 2024 can be a real yak-shaving compatibility nightmare, chasing down outdated DLLs and messy workarounds. So! OP decided to upload the exe to Claude 3.7 with this request:

"Can you tell me how to get this file running? It'd be nice to convert it to Python.">

Claude 3.7 analyzed the binary, extracted the VB 'tokens' (VB is not a fully-machine-code-compiled language which makes this task a lot easier than something from C/C++), identified UI elements, and even extracted sound files. Then, it generated a complete Python equivalent using Pygame. According to the author, the code worked on the first try and the entire process took less than five minutes...
Torrone speculates on what this might mean. "Old business applications and games could be modernized without needing the original source code... Tools like Claude might make decompilation and software archaeology a lot easier: proprietary binaries from dead platforms could get a new life in open-source too."

And maybe Archive.org could even add an LLM "to do this on the fly!"

"Tesla is taking steps to launch a ride-sharing service that could compete directly with Uber, Lyft and Waymo," reports Axios, noting that Tesla "has filed for a transportation charter-party carrier permit from the California Public Utilities Commission, Bloomberg reported Thursday." "That classification means Tesla would own and control the fleet of vehicles," Bloomberg reported... "In its communications with California officials, Tesla discussed driver's license information and drug-testing coordination, suggesting the company intends to use human drivers, at least initially," Bloomberg reported. The company is seeking the same type of permit that Waymo uses to run its robotaxi business.Uber is gearing up to begin offering autonomous vehicle services in partnership with Waymo in Austin and Atlanta later this year.
The article also adds that Musk "told investors in January that 'I'm confident that we will release unsupervised FSD in California this year,' referring to the company's Full Self-Driving system." But "Tesla has yet to apply for a permit to operate driverless vehicles..." notes the EV blog Electrek, adding "This is just a step for Tesla to test ride-hailing services ahead of autonomy."

Reuters also points out that "Earlier in October, Tesla revealed the Cybercab, a robotaxi concept that had no steering wheel or control pedals... He has said the Cybercab will go into production in 2026 and will also be available for customers to buy for less than $30,000."

Autodesk said it would cut 1,350 employees, or about 9% of its workforce, as part of a pivot to the cloud and artificial intelligence. Fast Company reports: Companies across sectors such as architecture, engineering, construction, and product design are making extensive use of Autodesk's 3D design solutions, with the software maker's artificial intelligence and machine learning capabilities further driving spending on its products. Autodesk saw a 23% jump in total billings to $2.11 billion in the fourth quarter ended January 31.

The company's international operations have particularly shown strength, while analysts have also noted that the company was outpacing peers in the manufacturing sector, driven by the performance of its "Fusion" design software.