Software vendors keen to monetize AI should tread cautiously, since they risk inflating costs for their customers without delivering any promised benefits such as reducing employee head count. From a report: The latest report from McKinsey & Company mulls what software-as-a-service (SaaS) vendors need to do to navigate the minefield of hype that surrounds AI and successfully fold such capabilities into their offerings. According to the consultancy, there are three main challenges it identifies as holding back broader growth in AI software monetization in the report. One of these is simply the inability to show any savings that can be expected. Many software firms trumpet potential use cases for AI, but only 30 percent have published quantifiable return on investment from real customer deployments. Meanwhile, many customers see AI hiking IT costs without being able to offset these by slashing labor costs. The billions poured into developing AI models mean they don't come cheap, and AI-enabling the entire customer service stack of a typical business could lead to a 60 to 80 percent price increase, McKinsey says, while quoting an HR executive at a Fortune 100 company griping: "All of these copilots are supposed to make work more efficient with fewer people, but my business leaders are also saying they can't reduce head count yet." Another challenge is scaling up adoption after introduction, which the report blames on underinvestment in change management. It says that for every $1 spent on model development, firms should expect to have to spend $3 on change management, which means user training and performance monitoring. The third issue is a lack of predictable pricing, which means that customers find it hard to forecast how their AI costs will scale with usage because the pricing models are often complex and opaque.

Read more of this story at Slashdot.

An anonymous reader shares a report: China's giant solar parks aren't just changing the power mix -- they may be changing the ground beneath them. Fresh field data point to cooler soils, extra moisture, and pockets of greening, though lasting ecological shifts will hinge on design and long-term care. [...] A team studying one of the largest photovoltaic parks in China, the Gonghe project in the Talatan Desert, found a striking difference between what was happening under the panels and what lay just beyond. They used a detailed framework measuring dozens of indicators -- everything from soil chemistry to microbial life -- and discovered that the micro-environment beneath the panels was noticeably healthier. The reasons track with physics: shade cools the surface and slows evaporation, letting scarce soil moisture linger longer; field experiments in western China report measurable soil-moisture gains beneath shaded arrays. Simple shade from panel rows can create a gentler microclimate at ground level, cutting wind stress and helping fragile seedlings establish. In other desert locations like Gansu and the Gobi, year-round field data tell a similar story. Soil temperatures beneath arrays tend to be cooler during the day and a bit warmer at night than surrounding ground, with humidity patterns shifting in tandem -- conditions that can make harsh surfaces more habitable when paired with basic land care. Even small shifts like these can help re-establish vegetation -- if combined with erosion control and water management. These aren't wildflowers blooming overnight, but they are signs that utility-scale solar can double as a modest micro-restorer.

Read more of this story at Slashdot.

An anonymous reader shares a report: A website set up by an unknown Dane over the course of one weekend in August is giving a massive headache to those trying to pass a European bill aimed at stopping child sexual abuse material from spreading online. The website, called Fight Chat Control, was set up by Joachim, a 30-year-old software engineer living in Aalborg, Denmark. He made it after learning of a new attempt to approve a European Union proposal to fight child sexual abuse material (CSAM) -- a bill seen by privacy activists as breaking encryption and leading to mass surveillance. The site lets visitors compile a mass email warning about the bill and send it to national government officials, members of the European Parliament and others with ease. Since launching, it has broken the inboxes of MEPs and caused a stir in Brussels' corridors of power. "We are getting hundreds per day about it," said Evin Incir, a Swedish Socialists and Democrats MEP, of the email deluge.

Read more of this story at Slashdot.

The Bank of England has warned there is a growing risk of a "sudden correction" in global markets as it raised concerns about soaring valuations of leading AI tech companies. From a report: Policymakers said there were also threats of a "sharp repricing of US dollar assets" if the Federal Reserve lost credibility in the eyes of global investors. It comes as Donald Trump's continues to attack the US central bank and threaten its independence. Continued hype and optimism about the potential for AI technology has led to a rise in valuations in recent months, with companies such as OpenAI now worth $500 billion, compared with $157 billion last October. Another firm, Anthropic, has almost trebled its valuation, going from $60 billion in March to $170 billion last month. However, the Bank of England's financial policy committee (FPC) warned on Wednesday: "The risk of a sharp market correction has increased. "On a number of measures, equity market valuations appear stretched, particularly for technology companies focused on artificial intelligence. This ... leaves equity markets particularly exposed should expectations around the impact of AI become less optimistic." It said investors had not fully accounted for these potential risks, warning that "a sudden correction could occur" should any of them crystallise, resulting in finance drying up for households and businesses. The FPC added: "As an open economy with a global financial centre, the risk of spillovers to the UK financial system from such global shocks is material."

Read more of this story at Slashdot.

An anonymous reader quotes a report from The Verge: Discord has identified approximately 70,000 users that may have had their government ID photos exposed as part of a customer service data breach announced last week, spokesperson Nu Wexler tells The Verge. A tweet by vx-underground said that the company was being extorted over a breach of its Zendesk instance by a group claiming to have "1.5TB of age verification related photos. 2,185,151 photos." In its announcement last week, Discord said that information like names, usernames, emails, the last four digits of credit cards, and IP addresses also may have been impacted by the breach. "All affected users globally have been contacted and we continue to work closely with law enforcement, data protection authorities, and external security experts," said Wexler. "We've secured the affected systems and ended work with the compromised vendor. We take our responsibility to protect your personal data seriously and understand the concern this may cause."

Read more of this story at Slashdot.

After failed negotiations with publishers, Belgium's copyright enforcement agency has ordered the Internet Archive to block access to specific books in its Open Library within Belgium or face a 500,000-euro fine. TorrentFreak reports: Back in July, the Brussels Business Court issued a sweeping ex parte site-blocking order targeting several "shadow libraries" including Anna's Archive, Libgen, and Z-Library. Unusually, the order also included the Internet Archive's Open Library, a project operated by the well-known U.S. non-profit organization Internet Archive. The order was granted based on a request from publishers and authors who claimed, among other things, that the operators of the targeted sites were difficult to identify. This also applied to the Internet Archive, which was not heard by the court before the order was issued. [...] Over the past several weeks, Internet Archive attempted to reach an agreement with the publishers, but the effort was unsuccessful. It is clear, however, that the Internet Archive believes that its use of copyrighted books for the Open Library qualifies as fair use. The organization is known to purchase physical copies, which it then digitizes to lend out to patrons, one copy at a time. This self-digitizing project was previously contested in a U.S. federal court, where the publishers ultimately came out as the winner. They argued that the Internet Archive project competed with their own licensing business for book lending. The detailed arguments at the center of the Belgian case are not public, but after hearing both sides, the Department for Combating Infringements of Copyright concluded that Internet Archive must take action. In a follow-up decision (PDF) published last week, the government department explicitly states that it can't rule on U.S. fair use or the Belgian equivalent, but concludes that self-blocking measures are warranted. The Internet Archive hosts the contested books and has the ability to render them inaccessible. If it refuses to do so, it may be considered a copyright infringer under local law. The final decision requires the rightsholders to supply the Internet Archive with a list of all books that should be blocked in Belgium. The non-profit then has 20 calendar days to implement the necessary measures. In addition to making the books unavailable, Internet Archive must also prevent these works from being made available for digital lending in the future.

Read more of this story at Slashdot.

eBird, now the world's largest citizen science project with over 2 billion bird observations, is transforming ornithology by turning casual birders (and even TikTok-using kids) into vital contributors to global research and conservation. Slashdot reader alternative_right shares a report from Phys.org: The Cornell Lab of Ornithology has been one of the most influential organizations in the world when it comes to encouraging people to engage in natural history projects. While some form of amateur involvement in science projects has been around since 1900, when the Audubon Society organized the first Christmas Bird Count, it was the Cornell Lab that formalized citizen science as a sound and reliable means of collecting data on birds. It didn't take much thought to realize that one of the richest sources of information about birds resided in the notebooks virtually every birder has kept, often from childhood. It's a given that birdwatchers list everything. The problem is that zillions of such notebooks sit forgotten in drawers or in dusty boxes in the attic. If only all of that information could be gathered together, organized in sensible ways and then made available to anyone who wanted to use it. What a resource that would be! After lots of trials and discussion, a small team at the Lab came up with the idea of eBird. It started in a humble way back in 2002, as simply somewhere birders could store their records in a central location. Today, "humble" is no longer an appropriate description. In 2022, its 20th anniversary year, a total of more than 1.3 billion records had been received from more than 820,000 participants. In the month of August this year, reports eBird, 123,000 birders submitted 1.6 million lists of sightings. It has now hit a total of 2 billion bird observations since inception.

Read more of this story at Slashdot.

Carol sends us today's nasty bit of code. It does the thing you should never do: serializes by string munging.

public string ToJSON() { double unixTimestamp = ConvertToMillisecondsSinceEpoch(time); string JSONString = "{\"type\":\"" + type + "\",\"data\":{"; foreach (string key in dataDict.Keys) { string value = dataDict[key].ToString(); string valueJSONString; double valueNumber; bool valueBool; if (value.Length > 2 && value[0].Equals('(') && value[value.Length - 1].Equals(')')) //tuples { char[] charArray = value.ToCharArray(); charArray[0] = '['; charArray[charArray.Length - 1] = ']'; if (charArray[charArray.Length - 2].Equals(',')) charArray[charArray.Length - 2] = ' '; valueJSONString = new string(charArray); } else if ((value.Length > 1 && value[0].Equals('{') && value[value.Length - 1].Equals('}')) || (double.TryParse(value, out valueNumber))) //embedded json or numbers { valueJSONString = value; } else if (bool.TryParse(value, out valueBool)) //bools { valueJSONString = value.ToLower(); } else //everything else is a string { valueJSONString = "\"" + value + "\""; } JSONString = JSONString + "\"" + key + "\":" + valueJSONString + ","; } if (dataDict.Count > 0) JSONString = JSONString.Substring(0, JSONString.Length - 1); JSONString = JSONString + "},\"time\":" + unixTimestamp.ToString() + "}"; return JSONString; }

Now, it's worth noting, C# already has some pretty usable JSON serialization built-ins. None of this code needs to exist in the first place. It's parsing across a dictionary, but that dictionary is itself constructed by copying properties out of an object.

What's fun in this is because everything's shoved into the dictionary and then converted into strings (for the record, the dictionary stores objects, not strings) the only way they have for sniffing out the type of the input is to attempt to parse the input.

If it starts and ends with a (), we convert it into an array of characters. If it starts and ends with {} or parses as a double, we just shove it into the output. If it parses as a boolean, we convert it to lower case. Otherwise, we throw ""s around it and put that in the output. Notably, we don't do any further escaping on the string, which means strings containing " could do weird things in our output.

The final delight to this is the realization that their method of handling appending will include an extra comma at the end, which needs to be removed. Hence the if (dataDict.Count > 0) check at the end.

As always, if you find yourself writing code to generate code, stop. Don't do it. If you find you actually desperately need to start by building a syntax tree, and only then render it to text. If you find yourself needing to generate JSON specifically, please, I beg you, just get a library or use your language's built-ins.

[Advertisement] Plan Your .NET 9 Migration with Confidence
Your journey to .NET 9 is more than just one decision.Avoid migration migraines with the advice in this free guide. Download Free Guide Now!

An anonymous reader quotes a report from The Guardian: MEPs voted on Wednesday by 355 in favor to 247 against to reserve names such as "steak", "burger" and "sausage" exclusively for products derived from meat, a longstanding demand of farm unions. In order to come into effect, the idea would have to be approved by a majority of the EU's 27 member states, which is far from certain. The vote is a victory for the French centre-right MEP Celine Imart, who drafted the amendment to legislation intended to strengthen the position of farmers in the food supply chain. Imart, who is also a cereals farmer in north-west France, said: "A steak, an escalope or a sausage are products from our livestock, not laboratory art nor plant products. There is a need for transparency and clarity for the consumer and recognition for the work of our farmers." She argues the proposal is in line with EU rules that already ban the use of terms such as "milk" and "yoghurt" for non-dairy products. The European parliament rejected a ban on meaty names for plant-based products in 2020, but the 2024 elections shifted the parliament to the right, bringing in more lawmakers who seek close ties with farmers. Opposition was led by Green MEPs, who decried what they saw as a populist move to rename plant-based foods. "Veggie burgers, seitan schnitzel and tofu sausage do not confuse consumers, only rightwing politicians," Thomas Waitz, an Austrian Green MEP, said after the vote. "This tactic is a diversion and a pathetic smokescreen. No farmer will earn more money or secure their future with this ban."

Read more of this story at Slashdot.

Germany's cabinet has approved a new law allowing police to shoot down or disable rogue drones that threaten airspace security, following recent airport disruptions attributed to Russian reconnaissance. "Other techniques available to down drones include using lasers or jamming signals to sever control and navigation links," notes Reuters. From the report: With the new law, Germany joins European countries that have recently given security forces powers to down drones violating their airspace, including Britain, France, Lithuania and Romania. A dedicated counter-drone unit will be created within the federal police, Interior Minister Alexander Dobrindt said, and researchers would consult with Israel and Ukraine as they were more advanced in drone technology. Police would deal with drones flying at around tree-level, whereas more powerful drones should be tackled by the military, Dobrindt said. Germany recorded 172 drone-related disruptions to air traffic between January and the end of September 2025, up from 129 in the same period last year and 121 in 2023, according to data from Deutsche Flugsicherung (DFS). German military drills last month in the northern port city of Hamburg demonstrated how like a spider, a large military drone shot a net at a smaller one in mid-flight, entangling its propellers and forcing it to the ground, where a robotic dog trotted over to seek possible explosives. Shooting down drones could be unsafe in densely populated urban areas, however, and airports do not necessarily have detection systems that can immediately report sightings.

Read more of this story at Slashdot.

Shayne Coplan, a 27-year-old NYU dropout who founded Polymarket from his bathroom in 2020, has become the youngest self-made billionaire after Intercontinental Exchange (owner of the NYSE) invested up to $2 billion in his once-controversial prediction market platform. Bloomberg reports: A couple of years after dropping out of New York University with dreams of making it big in crypto, Shayne Coplan was so broke that he took an inventory of his Lower East Side apartment so that he could sell belongings to make rent. Fed up with crypto grifts, in 2019 he started to explore economist Robin Hanson's ideas on prediction markets and their potential for improving society's ability to identify likely outcomes. "This is too good of an idea to just exist in whitepapers," he recalled thinking in a later post on X. Then Covid struck -- the perfect time to develop an app for stuck-at-home folks to bet on real-world outcomes, he reasoned. He began building Polymarket from his bathroom and launched the platform in June 2020. It wasn't a smooth road. The company's move-fast, ask-permission-later approach repeatedly ran afoul of regulators, who forced it to ban US-based users for years because it wasn't a registered exchange. A week after the 2024 presidential election -- one that Polymarket users wagered more than $3 billion on -- Coplan's apartment was raided by FBI agents. But he and his company are now riding high after Intercontinental Exchange Inc., the owner of the New York Stock Exchange, said it would invest as much as $2 billion in Polymarket at an $8 billion pre-money valuation. That deal makes its 27-year-old founder the youngest self-made billionaire tracked by the Bloomberg Billionaires Index.

Read more of this story at Slashdot.

Verizon is acquiring Starry, the struggling wireless ISP that beams high-speed internet via millimeter-wave antennas. The company said the acquisition "advances" its ability to offer high-speed internet in apartments, condominiums, and other multi-dwelling units. The Verge reports: Starry made its debut in Boston in 2016, offering gigabit speeds via its unconventional approach to internet connectivity. Instead of carrying connectivity across a web of wires -- which are expensive and time-consuming to deploy -- Starry beams its internet service from a larger antenna into homes via high-speed, short-range mmWave broadcasts. The challenge with those broadcasts is that Starry connections generally require an uninterrupted line of sight between the transmitter and the receiver, as mmWave signals can be easily blocked. In recent years, Starry has run into trouble, with the company laying off half of its workers in 2022 and filing for bankruptcy in 2023. It also pulled out of one of its markets, Columbus, Ohio, leaving Starry with nearly 100,000 customers across Boston, Denver, Los Angeles, New York City, and Washington, DC. It sounds like Starry's tech will end up getting used by Verizon. Through the acquisition, Verizon plans on expanding its ability to deliver internet connectivity in urban locations, building on its 5G home internet and growing fiber footprint. Verizon expects the deal to close in 2026, subject to regulatory approval. "Verizon is uniquely positioned to accelerate this expansion because of its significant fiber backbone and extensive holdings of mmWave spectrum," the company said in its press release.

Read more of this story at Slashdot.

An anonymous reader quotes a report from The Register: London cops on Tuesday arrested two teenagers on suspicion of computer misuse and blackmail following a ransomware attack on a chain of London preschools. London's Metropolitan Police said the two men, both aged 17, were taken into custody during an operation at residential properties in Bishop's Stortford, Hertfordshire. The arrests followed a September 25 referral from the UK's Action Fraud reporting center detailing a ransomware attack on the preschools. While the Met police didn't name the schools, the timing of the referral coincides with a digital break-in at Kido International, a preschool and daycare organization that operates in the UK, US, and India. In a very aggressive -- and disgusting -- attempt to extort a ransom payment from Kido, the criminals published profiles of 10 children, including photos, names, and home addresses, along with their parents' contact details and in some cases places of work, threatening to expose more if the ransom demand wasn't met. A new crime crew calling itself the Radiant Group claimed responsibility for the attack, and posted the preschool's name, along with its pupils' profiles, as the first leak on its dark web site. The ransomware gang later deleted the kids' and parents' data, apparently under pressure from other criminals -- but not before some of the parents reported receiving threatening calls.

Read more of this story at Slashdot.

BrianFagioli shares a report from NERDS.xyz: IDC says global PC shipments jumped 9.4 percent in Q3 2025, reaching nearly 76 million units. Asia and Japan led the growth thanks to school projects and corporate refreshes tied to Windows 10's end of support. North America was the weak link, with tariffs and economic unease keeping buyers on the sidelines even as aging fleets strain under Windows 11 pressure. Lenovo kept its top spot with 25.5 percent market share, followed by HP at 19.8 and Dell at 13.3. Apple and ASUS both posted double-digit growth. IDC's takeaway is clear: the PC market is not surging on flashy new features, it is being pulled forward by deadlines, old batteries, and the reality that five-year-old laptops do not cut it anymore.

Read more of this story at Slashdot.

Amazon Pharmacy will begin offering prescription pickup kiosks at its One Medical clinics starting in Los Angeles this December, allowing patients to collect common medications like antibiotics and inhalers without waiting for delivery. Reuters reports: The kiosks will be the first in-person pick-up service offered by Amazon Pharmacy, which has been providing prescription services primarily by delivery, said Hannah McClellan Richards, a vice president at Amazon Pharmacy. One Medical offers a membership structure that allows patients to access primary and urgent care at a subscription fee of $199 annually. Patients without a membership are still able to book an appointment and would be able to use the kiosk, the company said. Richards said in an interview that the company plans to expand the kiosk model outside of California in 2026 and is in talks with external health systems to introduce the machines through partnerships. Amazon does not plan to offer medicines that must be refrigerated, such as GLP-1 weight-loss drugs, or more tightly regulated prescriptions like controlled pain medicines through the kiosk. Inventory for each kiosk will be tailored to the provider, and patients would be able to consult a company pharmacist virtually, Amazon said in a press release.

Read more of this story at Slashdot.

An anonymous reader quotes a report from the Financial Times: OpenAI and Anthropic are considering using investor funds to settle potential claims from multibillion-dollar lawsuits, as insurers balk at providing comprehensive coverage for the risks associated with artificial intelligence. The two US-based AI start-ups have traditional business insurance coverage in place, but insurance professionals said AI model providers will struggle to secure protection for the full scale of damages they may need to pay out in the future. OpenAI, which has tapped the world's second-largest insurance broker Aon for help, has secured cover of up to $300 million for emerging AI risks, according to people familiar with the company's policy. Another person familiar with the policy disputed that figure, saying it was much lower. But all agreed the amount fell far short of the coverage to insure against potential losses from a series of multibillion-dollar legal claims. [...] Two people with knowledge of the matter said OpenAI has considered "self insurance," or putting aside investor funding in order to expand its coverage. The company has raised nearly $60 billion to date, with a substantial amount of the funding contingent on a proposed corporate restructuring. One of those people said OpenAI had discussed setting up a "captive" -- a ringfenced insurance vehicle often used by large companies to manage emerging risks. Big tech companies such as Microsoft, Meta, and Google have used captives to cover Internet-era liabilities such as cyber or social media. Captives can also carry risks, since a substantial claim can deplete an underfunded captive, leaving the parent company vulnerable. OpenAI said it has insurance in place and is evaluating different insurance structures as the company grows, but does not currently have a captive and declined to comment on future plans.

Read more of this story at Slashdot.

Salesforce says it's refusing to pay an extortion demand made by a crime syndicate that claims to have stolen roughly 1 billion records from dozens of Salesforce customers. From a report: The threat group making the demands began their campaign in May, when they made voice calls to organizations storing data on the Salesforce platform, Google-owned Mandiant said in June. The English-speaking callers would provide a pretense that necessitated the target connect an attacker-controlled app to their Salesforce portal. Amazingly -- but not surprisingly -- many of the people who received the calls complied. [...] Earlier this month, the group created a website that named Toyota, FedEx, and 37 other Salesforce customers whose data was stolen in the campaign. In all, the number of records recovered, Scattered LAPSUS$ Hunters claimed, was "989.45m/~1B+." The site called on Salesforce to begin negotiations for a ransom amount "or all your customers [sic] data will be leaked." The site went on to say: "Nobody else will have to pay us, if you pay, Salesforce, Inc." The site said the deadline for payment was Friday.

Read more of this story at Slashdot.

The UK's national security is under severe threat from the climate crisis and the looming collapse of vital natural ecosystems, with food shortages and economic disaster potentially just years away, a powerful report by the UK's intelligence chiefs is due to warn. The Guardian: However, the report, which was supposed to launch on Thursday at a landmark event in London, has been delayed, and concerns have been expressed to the Guardian that it may have been blocked by number 10. The destabilising impact of the climate and nature crises on national security is one of the biggest risks facing Britain, the joint intelligence committee report is understood to say. Already, food import supply chains are coming under pressure, with the price of some commodities increasing. This could be exacerbated in the near future, the defence experts have warned, with the UK over-dependent on imports. Other industries will also be affected by ecosystem collapse in places such as the Amazon and by the worsening impacts of extreme weather around the world. These impacts will not be encountered far off in the future as some had complacently assumed, ministers have been told, but are already being felt and will grow in significance as temperatures rise beyond 1.5C above preindustrial levels. The hard-hitting report was to be published on Thursday at a landmark event in London. But the Guardian understands that the report, prepared by experts over many months, has been halted.

Read more of this story at Slashdot.

Susumu Kitagawa, Richard Robson, and Omar M. Yaghi were awarded the Nobel Prize in Chemistry on Wednesday for the development of molecular building blocks with spaces large enough that gases and other chemicals can flow through them. The New York Times: The cavities on the inside are "almost like rooms in a hotel, so that guest molecules can enter and also exit again from the same material," Heiner Linke, chair of the Nobel Committee for Chemistry, said during the announcement of the award. The laureates' discoveries, he added, pave the way for the creation of materials that can separate toxic chemicals from wastewater or harvest water molecules in a desert. The laureates' work started with experiments by Dr. Robson in the 1980s and gradually developed over a period of about 15 years. "It takes time for science to be recognized, and it takes multiple workers in the field with different approaches," said Dorothy Phillips, president of the American Chemical Society. The three laureates will share a prize of 11 million Swedish kronor, or around $1.17 million.

Read more of this story at Slashdot.

An anonymous reader shares a report: In another loss for early smart home adopters, Logitech has announced that it will brick all Pop switches on October 15. In August of 2016, Logitech launched Pop switches, which provide quick access to a range of smart home actions, including third-party gadgets. For example, people could set their Pop buttons to launch Philips Hue or Insteon lighting presets, play a playlist from their Sonos speaker, or control Lutron smart blinds. Each button could store three actions, worked by identifying smart home devices on a shared Wi-Fi network, and was controllable via a dedicated Android or iOS app. The Pop Home Switch Starter Pack launched at $100, and individual Pop Add-on Home Switches debuted at $40 each. A company spokesperson told Ars Technica that Logitech informed customers on September 29 that their Pop switches would soon become e-waste.

Read more of this story at Slashdot.