An anonymous reader quotes a report from the BBC: Google has agreed to pay $68 million to settle a lawsuit claiming it secretly listened to people's private conversations through their phones. [...] the lawsuit claimed Google Assistant would sometimes turn on by mistake -- the phone thinking someone had said its activation phrase when they had not -- and recorded conversations intended to be private. They alleged the recordings were then sent to advertisers for the purpose of creating targeted advertising. The proposed settlement was filed on Friday in a California federal court, and requires approval by US District Judge Beth Labson Freeman.

The claim has been brought as a class action lawsuit rather than an individual case -- meaning if it is approved, the money will be paid out across many different claimants. Those eligible for a payout will have owned Google devices dating back to May 2016. But lawyers for the plaintiffs may ask for up to one-third of the settlement -- amounting to about $22 million in legal fees. The tech firm also denied any wrongdoing, as well as claims that it "recorded, disclosed to third parties, or failed to delete, conversations recorded as the result of a Siri activation" without consent.

The Trump administration is planning to use AI to write federal transportation regulations, ProPublica reported on Monday, citing the U.S. Department of Transportation records and interviews with six agency staffers. From the report: The plan was presented to DOT staff last month at a demonstration of AI's "potential to revolutionize the way we draft rulemakings," agency attorney Daniel Cohen wrote to colleagues. The demonstration, Cohen wrote, would showcase "exciting new AI tools available to DOT rule writers to help us do our job better and faster."

Discussion of the plan continued among agency leadership last week, according to meeting notes reviewed by ProPublica. Gregory Zerzan, the agency's general counsel, said at that meeting that President Donald Trump is "very excited about this initiative." Zerzan seemed to suggest that the DOT was at the vanguard of a broader federal effort, calling the department the "point of the spear" and "the first agency that is fully enabled to use AI to draft rules." Zerzan appeared interested mainly in the quantity of regulations that AI could produce, not their quality. "We don't need the perfect rule on XYZ. We don't even need a very good rule on XYZ," he said, according to the meeting notes. "We want good enough." Zerzan added, "We're flooding the zone."

These developments have alarmed some at DOT. The agency's rules touch virtually every facet of transportation safety, including regulations that keep airplanes in the sky, prevent gas pipelines from exploding and stop freight trains carrying toxic chemicals from skidding off the rails. Why, some staffers wondered, would the federal government outsource the writing of such critical standards to a nascent technology notorious for making mistakes? The answer from the plan's boosters is simple: speed. Writing and revising complex federal regulations can take months, sometimes years. But, with DOT's version of Google Gemini, employees could generate a proposed rule in a matter of minutes or even seconds, two DOT staffers who attended the December demonstration remembered the presenter saying.

The video game industry is experiencing something that most consumer-facing businesses would consider remarkable: organized online campaigns from players are actually forcing studios to cancel projects or publicly walk back any association with AI-generated content.

Running With Scissors, the publisher behind the Postal shooter franchise, recently scrapped a title after players accused its trailer of containing AI-generated graphics. Goonswarm Games, the developer behind the canceled project, subsequently shut down entirely and cited six years of lost work alongside what it described as a flood of threats and accusations.

Sandfall Interactive's "Obscur: Expedition 33" had its Indie Game Awards Game of the Year honor rescinded after the developer said it had considered AI-generated images, even though the final release contained none. Larian Studios, the developer behind Baldur's Gate 3, faced immediate backlash after CEO Swen Vincke mentioned in an interview that the company was using generative AI to "explore ideas" for an upcoming release. Vincke later clarified on X that artists use AI only for reference images the way they would use "art books or Google," and Larian executives eventually stated on Reddit that AI would play no role in final artwork.

Earlier this month, the media site Press Gazette reported that now Google "is increasingly prioritising AI summaries, X posts and Youtube videos" on its "Discover" feed (which appears on the leftmost homescreen page of many Android phones and the Google app's homepage).

"The changes could be devastating for publishers who rely heavily on Discover for referral traffic. And it looks set to accelerate a global trend of declining traffic to publishers from both Google search and Discover." Xavi Beumala from website analytics platform Marfeel warned in a research update: "Google Discover is no longer a publisher-first surface. It's becoming an AI platform with YouTube and X absorbing real estate that once went to newsrooms..." [They warn later that "This is not a marginal UI experiment. It is a reallocation of feed real estate away from links and toward inline Youtube plays and generated summaries."] Google says it prioritises "helpful, reliable, people-first content". Unlike Google News, there is no requirement that Google Discover showcases bona fide publisher websites.

In recent months fake news stories published by fraudulent website publishers have been promoted on Google Discover, reaping tens of millions of clicks. Google said it was working on a "fix" for this issue...

Facebook, Instagram and Tiktok content may also start flowing into the Discover feed in future. When Google announced the addition of posts from X, Instagram and Youtube Shorts in September, it said there would be "more platforms to come".

An anonymous reader shared this report from The Verge: In early December, I brought you the news that Google has begun replacing Verge headlines, and those of our competitors, with AI clickbait nonsense in its content feed [which appears on the leftmost homescreen page of many Android phones and the Google app's homepage]. Google appeared to be backing away from the experiment, but now tells The Verge that its AI headlines in Google Discover are a feature, one that "performs well for user satisfaction." I once again see lots of misleading claims every time I check my phone...

For example, Google's AI claimed last week that "US reverses foreign drone ban," citing and linking to this PCMag story for the news. That's not just false — PCMag took pains to explain that it's false in the story that Google links to...! What does the author of that PCMag story think? "It makes me feel icky," Jim Fisher tells me over the phone. "I'd encourage people to click on stories and read them, and not trust what Google is spoon-feeding them." He says Google should be using the headline that humans wrote, and if Google needs a summary, it can use the ones that publications already submit to help search engines parse our work.

Google claims it's not rewriting headlines. It characterizes these new offerings as "trending topics," even though each "trending topic" presents itself as one of our stories, links to our stories, and uses our images, all without competent fact-checking to ensure the AI is getting them right... The AI is also no longer restricted to roughly four words per headline, so I no longer see nonsense headlines like "Microsoft developers using AI" or "AI tag debate heats." (Instead, I occasionally see tripe like "Fares: Need AAA & AA Games" or "Dispatch sold millions; few avoided romance.")

But Google's AI has no clue what parts of these stories are new, relevant, significant, or true, and it can easily confuse one story for another. On December 26th, Google told me that "Steam Machine price & HDMI details emerge." They hadn't. On January 11th, Google proclaimed that "ASUS ROG Ally X arrives." (It arrived in 2024; the new Xbox Ally arrived months ago.) On January 20th, it wrote that "Glasses-free 3D tech wows," introducing readers to "New 3D tech called Immensity from Leia" — but linking to this TechRadar story about an entirely different company called Visual Semiconductor...

Google declined our request for an interview to more fully explain the idea.
The site Android Police spotted more inaccurate headlines in December: A story from 9to5Google, which was actually titled 'Don't buy a Qi2 25W wireless charger hoping for faster speeds — just get the 'slower' one instead' was retitled as 'Qi2 slows older Pixels.' Similarly, Ars Technica's 'Valve's Steam Machine looks like a console, but don't expect it to be priced like one' was changed to 'Steam Machine price revealed.' At the time, we believed that the inaccuracies were due to the feature being unstable and in early testing.... Now, Google has stopped calling Discover replacing human-written headlines as an "experiment."
"Google buries a 'Generated with AI, which can make mistakes' message under the 'See more' button in the summary," reports 9to5Google, "making it look like this is the publisher's intended headline." While it is obvious that Google has refined this feature over the past couple of months, it doesn't take long to still find plenty of misleading headlines throughout Discover... Another article from NotebookCheck about an Anker power bank with a retractable cable was given a headline that's about another product entirely. A pair of headlines from Tom's Hardware and PCMag, meanwhile, show the two sides of using AI for this purpose. The Tom's Hardware headline, "Free GPU & Amazon Scams," isn't representative of the actual article, which is about someone who bought a GPU from Amazon, canceled their order, and the retailer shipped it anyway. There's nothing about "Amazon Scams" in the article.

An anonymous reader shared this report from the Guardian: Google's search feature AI Overviews cites YouTube more than any medical website when answering queries about health conditions, according to research that raises fresh questions about a tool seen by 2 billion people each month.

The company has said its AI summaries, which appear at the top of search results and use generative AI to answer questions from users, are "reliable" and cite reputable medical sources such as the Centers for Disease Control and Prevention and the Mayo Clinic. However, a study that analysed responses to more than 50,000 health queries, captured using Google searches from Berlin, found the top cited source was YouTube. The video-sharing platform is the world's second most visited website, after Google itself, and is owned by Google. Researchers at SE Ranking, a search engine optimisation platform, found YouTube made up 4.43% of all AI Overview citations. No hospital network, government health portal, medical association or academic institution came close to that number, they said. "This matters because YouTube is not a medical publisher," the researchers wrote. "It is a general-purpose video platform...."

In one case that experts said was "dangerous" and "alarming", Google provided bogus information about crucial liver function tests that could have left people with serious liver disease wrongly thinking they were healthy. The company later removed AI Overviews for some but not all medical searches... Hannah van Kolfschooten, a researcher specialising in AI, health and law at the University of Basel who was not involved with the research, said: "This study provides empirical evidence that the risks posed by AI Overviews for health are structural, not anecdotal. It becomes difficult for Google to argue that misleading or harmful health outputs are rare cases.

"Instead, the findings show that these risks are embedded in the way AI Overviews are designed. In particular, the heavy reliance on YouTube rather than on public health authorities or medical institutions suggests that visibility and popularity, rather than medical reliability, is the central driver for health knowledge."

An anonymous reader shared this report from Fortune The large language models (LLMs) that have captivated the world are not a path to human-level intelligence, two AI experts asserted in separate remarks at Davos. Demis Hassabis, the Nobel Prize-winning CEO of Google DeepMind, and the executive who leads the development of Google's Gemini models, said today's AI systems, as impressive as they are, are "nowhere near" human-level artificial general intelligence, or AGI. [Though the artilcle notes that later Hassabis predicted there was a 50% chance AGI might be achieved within the decade.] Yann LeCun — an AI pioneer who won a Turing Award, computer science's most prestigious prize, for his work on neural networks — went further, saying that the LLMs that underpin all of the leading AI models will never be able to achieve humanlike intelligence and that a completely different approach is needed... ["The reason ... LLMs have been so successful is because language is easy," LeCun said later.]

Their views differ starkly from the position asserted by top executives of Google's leading AI rivals, OpenAI and Anthropic, who assert that their AI models are about to rival human intelligence. Dario Amodei, the CEO of Anthropic, told an audience at Davos that AI models would replace the work of all software developers within a year and would reach "Nobel-level" scientific research in multiple fields within two years. He said 50% of white-collar jobs would disappear within five years. OpenAI CEO Sam Altman (who was not at Davos this year) has said we are already beginning to slip past human-level AGI toward "superintelligence," or AI that would be smarter than all humans combined...

The debate over AGI may be somewhat academic for many business leaders. The more pressing question, says Cognizant CEO Ravi Kumar, is whether companies can capture the enormous value that AI already offers. According to Cognizant research released ahead of Davos, current AI technology could unlock approximately $4.5 trillion in U.S. labor productivity — if businesses can implement it effectively.

Longtime Slashdot reader AmiMoJo shares a report from the Guardian: The financial campaigner James Daley has launched a 1.5 billion pound (approximately $1.5 billion) class action lawsuit against Apple over its mobile phone wallet, claiming the U.S. tech company blocked competition and charged hidden fees that ultimately harmed 50 million UK consumers. The lawsuit takes aim at Apple Pay, which they say has been the only contactless payment service available for iPhone users in Britain over the past decade.

Daley, who is the founder of the advocacy group Fairer Finance, claims this situation amounted to anti-competitive behavior and allowed Apple to charge hidden fees, ultimately pushing up costs for banks that passed charges on to consumers, regardless of whether they owned an iPhone. It is the first UK legal challenge to the company's conduct in relation to Apple Pay, and takes place months after regulators like the Competition and Markets Authority and the Payments Systems Regulator began scrutinising the tech industry's digital wallet services. The case has been filed with the Competition Appeal Tribunal, which will now decide whether the class action case can move forward.

[...] Daley's lawsuit alleges that Apple refused to give other app developers and outside businesses access to the contactless payment technology on its iPhones, which meant it could charge banks and card issuers fees on Apple Pay transactions that his lawyers say "are not in line with industry practice." The lawsuit notes that similar fees are not charged on equivalent payments on Android devices, which are built by Google. It says that the additional costs were borne by UK consumers, having been passed on through charges on a range of personal banking products ranging from current accounts, credit cards, to savings and mortgages. The lawsuit says that about 98% of consumers are exposed to banks that listed cards on Apple Pay, meaning the vast majority of the UK population may have been affected.

Jeffrey Snover, the driving force behind PowerShell, has retired after a career that reshaped Windows administration. The Register reports: Snover's retirement comes after a brief sojourn at Google as a Distinguished Engineer, following a lengthy stint at Microsoft, during which he pulled the company back from imposing a graphical user interface (GUI) on administrators who really just wanted a command line from which to run their scripts. Snover joined Microsoft as the 20th century drew to a close. The company was all about its Windows operating system and user interface in those days -- great for end users, but not so good for administrators managing fleets of servers. Snover correctly predicted a shift to server datacenters, which would require automated management. A powerful shell... a PowerShell, if you will.

[...] Over the years, Snover has dropped the occasional pearl of wisdom or shared memories from his time getting PowerShell off the ground. A recent favorite concerns the naming of Cmdlets and their original name in Monad: Function Units, or FUs. Snover wrote: "This abbreviation reflected the Unix smart-ass culture I was embracing at the time. Plus I was developing this in a hostile environment, and my sense of diplomacy was not yet fully operational." Snover doubtless has many more war stories to share. In the meantime, however, we wish him well. Many admins owe Snover thanks for persuading Microsoft that its GUI obsession did not translate to the datacenter, and for lengthy careers in gluing enterprise systems together with some scripted automation.

A federal judge revealed a previously undisclosed ~$800 million, six-year partnership between Epic Games and Google tied to Unreal Engine services and joint marketing. It raises questions about whether the deal influenced Epic's willingness to settle its antitrust case over Android. The Verge reports: [California District Judge James Donato] allowed Epic and Google to keep most of the details of the plan under wraps. But during the hearing, he quizzed witnesses, including Epic CEO Tim Sweeney and economics expert Doug Bernheim, on how it might impact settlement talks -- revealing some hints in the process. "You're going to be helping Google market Android, and they're going to be helping you market Fortnite; that deal doesn't exist today, right?" Donato asked Bernheim, who answered in the affirmative. He also described it as a "new business between Epic and Google."

Sweeney's testimony cracked the mystery a little further. He referred to the agreement as relating to the "metaverse," a term Sweeney has used to refer to Epic's game Fortnite. "Epic's technology is used by many companies in the space Google is operating in to train their products, so the ability for Google to use the Unreal Engine more fullsome... sorry, I'm blowing this confidentiality," Sweeney said. Donato then offered a hard dollar figure on one part of the deal: "An $800 million spend over six years, that's a pretty healthy partnership," he said. We soon learned that refers to Epic spending $800 million to purchase some sort of services from Google: "Every year we've decided against Google, in this year we're deciding to use Google at market rates," he said. Sweeney did throw cold water on the idea that Epic and Google are jointly building a single new product together, though. "This is Google and Epic each separately building product lines," he clarified, when Judge Donato asked what the term sheet referred to with the line "Google and Epic will work together."

Donato seemed potentially leery of the partnership, asking Bernheim whether it could constitute a "quid pro quo" that reduced Epic's incentive to push for terms that would benefit other developers. Currently, Epic is backing a settlement that would see Google reduce its standard app store fees worldwide and allow alternative app stores to register for easy installation on Android. Sweeney disputed the notion that Epic might be getting paid off to soften its terms, when it's the one paying out. "I don't see anything crooked about Epic paying Google off to encourage much more robust competition than they've allowed in the past," he said. "We view this as a significant transfer of value from Epic to Google." He also says the Epic Games Store won't get any special treatment from Android in the future under this deal. It appears that the settlement arrangement is tied to the business deal. Judge Donato suggested that Epic and Google would only make the deal if the settlement goes through. Sweeney says the specific terms of the deal have not yet been reached, but admitted that he expects them to. He told Judge Donato that yes, he considers the settlement and deal "an important part of Epic's growth plan for the future."

Longtime Slashdot reader theodp writes: GeekWire takes a look at AI's defining alliance in The Microsoft-OpenAI Files, an epic story drawn from 200+ documents, many made public Friday in Elon Musk's ongoing suit accusing OpenAI and its CEO Sam Altman of abandoning the nonprofit mission (Microsoft is also a defendant). Musk, who was an OpenAI co-founder, is seeking up to $134 billion in damages. "Previously undisclosed emails, messages, slide decks, reports, and deposition transcripts reveal how Microsoft pursued, rebuffed, and backed OpenAI at various moments over the past decade, ultimately shaping the course of the lab that launched the generative AI era," reports GeekWire. "The latest round of documents, filed as exhibits in Musk's lawsuit, [...] show how Nadella and Microsoft's senior leadership team rally in a crisis, maneuver against rivals such as Google and Amazon, and talk about deals in private."

Even though Microsoft didn't have a seat on the OpenAI board, text messages between Microsoft CEO Satya Nadella and OpenAI CEO Sam Altman following Altman's firing as CEO in Nov. 2023 (news of which sent Microsoft's stock plummeting), revealed in the latest filings, show just how influential Microsoft was. A day after Altman's firing, Nadella sent Altman a detailed message from Brad Smith, Microsoft's president and top lawyer, explaining that Microsoft had created a new subsidiary called Microsoft RAI (Responsible Artificial Intelligence) Inc. from scratch -- legal work done, papers ready to file as soon as the WA Secretary of State opened Monday morning -- and was ready to capitalize and operationalize it to "support Sam in whatever way is needed," including absorbing the OpenAI team at a calculated cost of roughly $25 billion. (Altman's reply: "kk"). Just days later, as he planned his return as CEO to the now-reeling-from-Microsoft-punches nonprofit, Altman joined Microsoft's Nadella, Smith, and CTO Kevin Scott in a text messaging thread in which the four vetted prospective board members to replace those who had ousted Altman. Later that night, OpenAI announced Altman's return with the newly constituted board.

If you like stories with happy Microsoft endings, as part of an agreement clearing the way for OpenAI to restructure as a for-profit business, Microsoft in October received a 27% ownership stake in OpenAI worth approximately $135 billion and retains access to the AI startup's technology until 2032, including models that achieve AGI.

Waymo has launched its paid robotaxi service in Miami, marking its sixth U.S. market and the company's first expansion of 2026. CNBC reports: As U.S. competition has lagged, Waymo's planned 2026 expansions could lock in rider demand and loyalty in the U.S. To start, Waymo will offer its services within a 60-square-mile area that includes Miami's Design District, Wynwood, Brickell and Coral Gables neighborhoods, the Google sister company said.

The company began testing its vehicles in the Florida city in early 2025. Waymo said it plans to extend its service to the Miami International Airport in the near future, but did not give a specific timeline. The company said "nearly 10,000 residents" of Miami have already signed up to try its robotaxi service, and Waymo will be "inviting new riders on a rolling basis." Riders can hail a Waymo robotaxi in Miami using the company's app. Waymo is partnering with mobility company Moove for fleet management services including vehicle charging, cleaning and repairs.

An anonymous reader quotes a report from Ars Technica: It's no secret that students worldwide use AI chatbots to do their homework and avoid learning things. On the flip side, students can also use AI as a tool to beef up their knowledge and plan for the future with flashcards or study guides. Google hopes its latest Gemini feature will help with the latter. The company has announced that Gemini can now create free SAT practice tests and coach students to help them get higher scores. As a standardized test, the content of the SAT follows a predictable pattern. So there's no need to use a lengthy, personalized prompt to get Gemini going. Just say something like, "I want to take a practice SAT test," and the chatbot will generate one complete with clickable buttons, graphs, and score analysis.

Of course, generative AI can go off the rails and provide incorrect information, which is a problem when you're trying to learn things. However, Google says it has worked with education firms like The Princeton Review to ensure the AI-generated tests resemble what students will see in the real deal. The interface for Gemini's practice tests includes scoring and the ability to review previous answers. If you are unclear on why a particular answer is right or wrong, the questions have an "Explain answer" button right at the bottom. After you finish the practice exam, the custom interface (which looks a bit like Gemini's Canvas coding tool) can help you follow up on areas that need improvement. Google says support for the SAT is just the start, "with more tests coming in the future."

According to Bloomberg's Mark Gurman, Apple is reportedly planning a major Siri overhaul in iOS 27 and macOS 27 where the current assistant interface will be replaced with a deeply integrated, ChatGPT-style chatbot experience. "Users will be able to summon the new service the same way they open Siri now, by speaking the 'Siri' command or holding down the side button on their iPhone or iPad," says Gurman. "More significantly, Siri will be integrated into all of the company's core apps, including ones for mail, music, podcasts, TV, Xcode programming software and photos. That will allow users to do much more with just their voice." 9to5Mac reports: The unannounced Siri overhaul will reportedly be revealed at WWDC in June as the flagship feature for iOS 27 and macOS 27. Its release is expected in September when Apple typically ships major software updates. While Apple plans to release an improved version of Siri and Apple Intelligence this spring, that version will use the existing Siri interface. The big difference is that Google's Gemini models will power the intelligence. With the bigger update planned for iOS 27, the iOS 26 upgrade to Siri and Apple Intelligence sounds more like the first step to a long overdue modernization.

Gurman reports that the major Siri overhaul will "allow users to search the web for information, create content, generate images, summarize information and analyze uploaded files" while using "personal data to complete tasks, being able to more easily locate specific files, songs, calendar events and text messages." People are already familiar with conversational interactions with AI, and Bloomberg says the bigger update to Siri will be support both text and voice. Siri already uses these input methods, but there's no real continuity between sessions.

Google has temporarily disabled YouTube's advanced SRV3 caption format after discovering the feature was causing playback errors for some users, according to a statement the company posted. SRV3, also known as YouTube Timed Text, is a custom subtitle system Google introduced around 2018 that allows creators to use custom colors, transparency, animations, and precise text positioning. Creators cannot upload new SRV3 captions while the feature remains disabled, and existing videos that use the format may not display any captions until Google restores it. The company has provided no timeline for when SRV3 will return, and its forum post notes that changes should be temporary for "almost" all videos.

This week, Google finally shut down the official Stadia Bluetooth conversion tool... but there's no need to panic! Developer Christopher Klay preserved a copy on his personal GitHub and is hosting a fully working version of the tool on a dedicated website to make it even easier to find. The Verge's Sean Hollister reports: I haven't tried Klay's mirror, as both of my gamepads are already converted, but here's my video on how easy the process is. It's worth doing now that the pads work relatively well with Steam! I maintain that while Google made a lot of mistakes, it's an amazing example of shutting down a service the right way.

Cointelegraph, once one of the most-visited cryptocurrency news sites, has seen its monthly traffic plummet from roughly 8 million visits to 1.4 million -- an 80% drop in three months -- after Google issued a manual penalty in October 2025 for the outlet's partnership with a blackhat SEO firm that used Cointelegraph's domain authority to promote affiliate links to offshore casinos and betting platforms.

The CEO, who had no prior media experience, proceeded despite warnings from Google earlier in 2025 and repeated objections from the outlet's three most senior editorial staff members throughout the year. The penalty removed Cointelegraph from Google News, Discover and search results entirely; a search for "Cointelegraph" now returns CoinDesk as the top result. Jon Rice, the former editor-in-chief, resigned on December 31st and described the situation as an "existential threat to business."

An anonymous reader shares a report: Europe must invest in its own open source artificial intelligence labs and address soaring energy prices, or it will quickly find itself dependent on Chinese models, former Google chief executive and tech investor Eric Schmidt said.

"In the US, the companies are largely moving to closed source, which means they'll be purchased and licensed and so forth. And it is also the case that China is largely open weight, open source in its approach," Schmidt said at the World Economic Forum in Davos, Switzerland, on Tuesday. "Unless Europe is willing to spend lots of money for European models, Europe will end up using the Chinese models. It's probably not a good outcome for Europe."

In an opinion piece for The Register, Steven J. Vaughan-Nichols argues that while "vibe coding" can be fun and occasionally useful for small, throwaway projects, it produces brittle, low-quality code that doesn't scale and ultimately burdens real developers with cleanup and maintenance. An anonymous reader shares an excerpt: Vibe coding got a big boost when everyone's favorite open source programmer, Linux's Linus Torvalds, said he'd been using Google's Antigravity LLM on his toy program AudioNoise, which he uses to create "random digital audio effects" using his "random guitar pedal board design." This is not exactly Linux or even Git, his other famous project, in terms of the level of work. Still, many people reacted to Torvalds' vibe coding as "wow!" It's certainly noteworthy, but has the case for vibe coding really changed?

[...] It's fun, and for small projects, it's productive. However, today's programs are complex and call upon numerous frameworks and resources. Even if your vibe code works, how do you maintain it? Do you know what's going on inside the code? Chances are you don't. Besides, the LLM you used two weeks ago has been replaced with a new version. The exact same prompts that worked then yield different results today. Come to think of it, it's an LLM. The same prompts and the same LLM will give you different results every time you run it. This is asking for disaster.

Just ask Jason Lemkin. He was the guy who used the vibe coding platform Replit, which went "rogue during a code freeze, shut down, and deleted our entire database." Whoops! Yes, Replit and other dedicated vibe programming AIs, such as Cursor and Windsurf, are improving. I'm not at all sure, though, that they've been able to help with those fundamental problems of being fragile and still cannot scale successfully to the demands of production software. It's much worse than that. Just because a program runs doesn't mean it's good. As Ruth Suehle, President of the Apache Software Foundation, commented recently on LinkedIn, naive vibe coders "only know whether the output works or doesn't and don't have the skills to evaluate it past that. The potential results are horrifying."

Why? In another LinkedIn post, Craig McLuckie, co-founder and CEO of Stacklok, wrote: "Today, when we file something as 'good first issue' and in less than 24 hours get absolutely inundated with low-quality vibe-coded slop that takes time away from doing real work. This pattern of 'turning slop into quality code' through the review process hurts productivity and hurts morale." McLuckie continued: "Code volume is going up, but tensions rise as engineers do the fun work with AI, then push responsibilities onto their team to turn slop into production code through structured review."

This week Google "unveiled a set of tools for retailers that helps them roll out AI agents," reports the Wall Street Journal, The new retail AI agents, which help shoppers find their desired items, provide customer support and let people order food at restaurants, are part of what Alphabet-owned Google calls Gemini Enterprise for Customer Experience. Major retailers, including home improvement giant Lowe's, the grocer Kroger and pizza chain Papa Johns say they are already using Google's tools to help prepare for the incoming wave of AI-assisted shopping and ordering...

Kicking off the race among tech giants to get ahead of this shift, OpenAI released its Instant Checkout feature last fall, which lets users buy stuff directly through its chatbot ChatGPT. In January, Microsoft announced a similar checkout feature for its Copilot chatbot. Soon after OpenAI's release last year, Walmart said it would partner with OpenAI to let shoppers buy its products within ChatGPT.
But that's just the beginning, reports the New York Times, with hundreds of start-ups also vying for the attention of retailers: There are A.I. start-ups that offer in-store cameras that can detect a customer's age or gender, robots that manage shelves on their own and headsets that give store workers access to product information in real time... The scramble to exploit artificial intelligence is happening across the retail spectrum, from the highest echelons of luxury goods to the most pragmatic of convenience stores.

7-Eleven said it was using conversational A.I. to hire staff at its convenience stores through an agent named Rita (Recruiting Individuals Through Automation). Executives said that they no longer had to worry about whether applicants would show up to interviews and that the system had reduced hiring time, which had taken two weeks, to less than three days.
The article notes that at the National Retail Federation conference, other companies showing their AI advancements included Applebee's, IHOP, the Vitamin Shoppe, Urban Outfitters, Rag & Bone, Kendra Scott, Michael Kors and Philip Morris.