Sponsored Spotlight: TextConcierge AI keeps busy families in sync via SMS-based shared calendars.
Turn simple texts into a coordinated family calendar. TextConcierge AI keeps every pickup, practice, and dinner plan synced for the people who live in their Messages app.
Perfect for busy US households who want everyone aligned without another app.
Hong Kong stocks rose on Monday as investors bet on easing deflation pressures after China’s consumer prices returned to growth in October.The Hang Seng Index gained 0.5 per cent to 26,375.426 as of 10am. The Hang Seng Tech Index fell about 0.2 per cent. On the mainland, the CSI 300 Index and the...
Donald Trump said Sunday that he is considering giving most Americans a $2,000 check funded by tariff revenues, in what appears to be an effort to build public support for his trade policies, the Guardian reports. "A dividend of at least $2000 a person (not including high income people!...
The first factory won’t open until eight years after Micron announced its plans.
IntroductionI just broke a new personal record, which is how much time it took me to write this article.The reason behind that is the fact that I consider this one of the mostI just broke a new personal record, which is how much time it took me to write this article.The reason behind that is...
In late-night guidance, the Agriculture Department also threatened financial penalties against states.
Auli'i Cravalho is just 24, but she's already a decade into her career, and she's shifted in her profession many times over.Cravalho made her Hollywood debut voicing the titular "Moana," released in 2016, and has since made her mark in other movies like 2024's "Mean Girls," in TV roles and on...
Crypto Prices Rise as Trump Announces ‘At Least’ $2K Tariff Dividend Per AmericanThe rally comes after a broader weekly slump, with the CoinDesk 20 (CD20) index recovering from a near 15% drawdown over the week.What to know:- US President Donald Trump announced a plan to pay a "dividend" of at...
Sandra and Jeff Mayernik.Courtesy of Sandra MayernikSandra and Jeff Mayernik were burnt out and struggling to keep up with rising costs in Oregon.They decided they'd be happier and would save more money living outside the US.They're now living in Albania, where they're less stressed but miss...
Disclosure: Our goal is to feature products and services that we think you'll find interesting and useful. If you purchase them, Entrepreneur may get a small share of the revenue from the sale from our commerce partners.The average entrepreneur spends a massive amount of time each week on...
Author and researcher Brené Brown says American workers are reaching a breaking point. Between economic uncertainty, political division, and rapid advances in artificial intelligence, many employees are feeling disconnected and overwhelmed — and leaders are struggling to respond.Workers Are...
With the winter holidays just weeks away, it's hard not to reminisce about childhood memories, when falling asleep on Christmas Eve felt impossible, consumed by the anticipation of racing down the stairs the next morning to see what Santa had left.While presents were always the highlight,...
"My child won't tell me anything about their day!" It's a common concern I hear from parents in my psychotherapy office. They're hoping to gain a glimpse into their child's world. But asking "How was school today?" usually leads to a one-word answer.As a therapist and the author of "13 Things...
US Tariffs Chew a Hole in Retailers’ (and Shoppers’) Christmas StockingsThe US has basically imposed tariffs on Christmas this year: Trees, ornaments and even gifts. Now, both shoppers and sellers feel Grinchy.Sign up for smart news, insights, and analysis on the biggest financial stories of the...
Volcon (NASDAQ:EMPD – Get Free Report) is one of 26 publicly-traded companies in the “AUTO – DOMESTIC” industry, but how does it contrast to its rivals? We will compare Volcon to related businesses based on the strength of its analyst recommendations, institutional ownership, valuation, risk, dividends, profitability and earnings. Analyst Recommendations This is a summary [...]
Arc Raiders - All Enemies And How To Kill Them GameSpotArc Raiders features the best enemy AI ever in a video game XDAARC Raiders - Every ARC Enemy And How To Defeat Them Screen RantArc Raiders Enemy Weakness Guide: Every Hidden Weak Points and How to Beat Each Arc Fast The Game PostArc Raiders: All Enemy Types And How To Defeat Them TheGamer
Bipartisan AI jobs bill from Sens. Hawley and Warner would require companies to report AI-related layoffs and hiring to Department of Labor quarterly.
Meta Platforms, zSpace, The Glimpse Group, DIH Holding US, and DIH Holding US are the seven Virtual Reality stocks to watch today, according to MarketBeat’s stock screener tool. Virtual reality stocks are shares of companies whose businesses are primarily involved in creating, manufacturing, or supporting virtual reality technologies—such as VR headsets, immersive software and games, [...]
Dogecoin News Today: DOGE price holds near $0.176 as traders monitor key resistance at $0.19 with Bitwise’s spot DOGE ETF filing nearing a regulatory deadline.
A missile alert has been declared in Russia's Oryol and Tula regions early on Sunday, local time, authorities said. In the meantime, the threat of a missile attack was lifted in the Bryansk and Vorone...
Judges, Democrat Prosecutor Protect Far-Left Activist Who Doxxed & Stalked Stephen Miller Two judges and a Democrat prosecutor are protecting a far-left activist who doxxed top Trump adviser Stephen Miller, then showed up to his house - forcing Miller to evacuate his family to a military base....
On Saturday night, Devin Booker and the Phoenix Suns face the Los Angeles Clippers in an NBA early-season rematch.
If you think smart home, you might not imagine a temperature sensor, but there's a lot you can achieve with one of those and some imagination.
The Honor Power 2 recently got certified in China with a massive 10,000mAh battery. But apparently, one phone with that kind of cell isn’t enough for Honor. The company is reportedly working on a second 10,000mAh device, and tipster Digital Chat Station has shared a few new details about it. According to DCS, this second [...]The post Honor might be working on yet another 10,000mAh battery phone appeared first on Gizmochina.
The ATLAS software replaces a troublesome legacy suite to help the U.S. monitor satellites and debris in space and improve situational awareness.
Most YouTubers make it big with one channel, but YouTuber Charlie Chang said that he has 50 channels that earn $300,000 per month. He recently uploaded a YouTube video to one of his top channels that details how he built a portfolio of YouTube channels."Most channels will fail," he said in the...
Honesty boxes should be dying like cash. But many are flourishingHonesty boxes: traditionally found on rural lay-bys, offering local produce like eggs and apples in exchange for a small donation.With cash use falling, they might be expected to disappear - a roadside relic as we all pull onto the...
When integrated into drones or tiny robots, the Tactical Edge Electromagnetic Solutions (TEEMS) can jam enemy systems with speed and precision.
Yadea – the world’s leading electric two-wheeler brand for eight consecutive years – runs a plant in its home base of Wuxi, in east China’s Jiangsu province, where a single assembly line can produce 1,300 electric bicycles and scooters a day, offering visitors a glimpse of the country’s...
Democrats’ older alternative minimum tax claws back billions of dollars in savings from the newer GOP law.
Brennan, Page, & Strzok Hit Today With Russiagate Grand Jury Subpoenas, Up To 30 More Pending Authored by 'Sundance' vua TheConservativeTreehouse.com,Fox News is reporting that three grand jury subpoenas were issued today for John Brennan, Peter Strzok and Lisa Page.Brennan was the former CIA...
Natural disastersPhilippines evacuates 100,000 people as Fung-wong turns into super typhoonIsland nation still reels from impact of Kalmaegi, which kills more than 200A satellite image shows Fung-wong over the Philippine Sea in this screengrab from video. The storm has intensified into a super...
International brands led by Tesla are intensifying their efforts to compete with Chinese electric-vehicle (EV) manufacturers like BYD, as they showcase advanced intelligence and autonomous-driving technology to attract visitors at the world’s largest import-export trade fair in Shanghai.The 12...
Notion made me feel productive, but this app actually made me productive
The city of Fremont is often synonymous with tech manufacturing as well as Tesla's headquarters. The average household income is $175,000. But despite its strong economy, Fremont continues to deal with a homeless problem.
The Nelko label maker is a miniature workhorse that uses an app for your smartphone or laptop.
Floorp Browser 12.5.0 by Razvan Serea Floorp is a cutting-edge web browser that combines the trusted foundation of Mozilla's Firefox with a unique Japanese perspective, offering users an exceptional online experience. This open-source browser prioritizes privacy, customization, and security. Floorp is transparent, with no user tracking or data sharing, and it's completely open source. With a strict no-tracking policy and full transparency, your personal information remains private. As an open-source project, Floorp not only shares its source code but also its build environment, inviting users to contribute and build their unique versions. The regular updates, based on Firefox ESR, ensure that you always have the latest features and security enhancements. Get to the point with Floorp Lightning's minimalism With a keen eye on user preferences, Floorp is gearing up to launch "Floorp Lightning," a streamlined and performance-focused browser, harkening back to the fundamentals of web browsing. This browser has undergone a meticulous transformation, shedding more than 80% of the features that characterized its predecessor. What remains are only the high-demand functionalities within the Floorp ecosystem. The result is a sleek, lean, and swift web browser optimized for maximum efficiency. In the ever-accelerating digital world, "Floorp Lightning" is poised to offer users a refreshingly nimble and responsive browsing experience, set to debut in beta mode this November. Floorp key features: Strong Tracking Protection: Floorp offers robust tracking protection, safeguarding users from malicious tracking and fingerprinting on the web.Flexible Layout: Customize Floorp's layout to your heart's content, including moving the tab bar, hiding the title bar, and more for a personalized browsing experience.Switchable Design: Choose from five distinct designs for the Floorp interface, and even switch between OS-specific designs for a unique lookRegular Updates: Based on Firefox ESR, Floorp receives updates every four weeks, ensuring up-to-date security even before Firefox's releases.No User Tracking: Floorp prioritizes user privacy by abstaining from collecting personal information, tracking users, or selling user data, with no affiliations with advertising companies.Completely Open Source: The full source code for Floorp is open to the public, allowing transparency and enabling anyone to explore and build their own version.Dual Sidebar: Floorp features a versatile built-in sidebar for webpanels and browsing tools, making it perfect for multitasking and quick access to bookmarks, history, and websites.Flexible Toolbar & Tab Bar: Customize your browser with Tree Style Tabs, vertical tabs, and bookmark bar modifications, catering to both beginners and experts in customization.User-Centric Web Experience: Floorp prioritizes user privacy and collaboratively blocks harmful trackers.Floorp Browser 12.5.0 changelog: Bug fix by @surapunoyousei in #2105profile refresh by @surapunoyousei in #2104Rollback Injector.run's mode as "production" to "dev" by @nyanrus in #2102feat: add experiments client module and documentation by @surapunoyousei in #2096re-create beta channel by @surapunoyousei in #2099Fix issue that nav-bar hidden on full-screen by @nyanrus in #2108Implement workspace archiving and restoration features by @surapunoyousei in #2114Workspaces archive restore by @surapunoyousei in #2116feat(workspaces): implement workspace initialization and reset functi... by @surapunoyousei in #2117Download: Floorp 64-bit | 91.1 MB (Open Source) Links: Floorp Website | Github Website | Screenshot Get alerted to all of our Software updates on Twitter at @NeowinSoftware
Most homeowners believe their smoke detectors will work when needed. They assume batteries last longer than they do, that one alarm per floor is sufficient, and that the annoying chirp
Most conversations about warehouse efficiency go straight to the shiny stuff, talking about robots and mission control–looking dashboards. Cool, sure. However, if you run a small or mid-sized operation, the
Banks urge Treasury to extend the stablecoin yield ban, while Coinbase argues it should apply only to issuers, highlighting a regulatory divide in the US.
Hey, all! The first week of November ushered in dozens of early Black Friday deals, and many of the best ones are still available as we delve further into the weekend. Some of our favorite fitness trackers have already plunged to new lows, for instance, and we’re even seeing early discounts on holiday decor. We’ve [...]
It is the second most-affordable Model Y trim level in China, trailing the base Rear-Wheel-Drive and coming in under the All-Wheel-Drive.The post Tesla launches another new Model Y trim at a bargain price with massive range appeared first on TESLARATI.
Neurodiverse professionals may see unique benefits from artificial intelligence tools and agents, research suggests. With AI agent creation booming in 2025, people with conditions like ADHD, autism, dyslexia and more report a more level playing field in the workplace thanks to generative AI.A...
With stocks wobbling in the past week over potential AI valuation worries, investors might have noticed that much of the Magnificent Seven has been increasingly choppy while Apple (NASDAQ:AAPL) has acted like a steady rock, holding its ground at around $270 per share. While the positive initial...
Everyone who knows me knows that I can't stand owing money. I pay down my credit cards every month, and I complete Venmo requests the second I get them.The only debt I have left is my student loan, which has been on minimum payment autopilot since I graduated from college in 2013. For many years,...
EnergyWhy rooftop solar is so much cheaper outside the U.S. (marginalrevolution.com)How Australia is dealing with a surplus of solar energy. (electrek.co)Illinois wants to incentivize more battery storage. (grist.org)Renewables make for energy sovereignty. (semafor.com)EnvironmentThe goal...
The U.S. jobs market doesn’t appear to be crumbling — but it’s not getting any better, and probably won’t anytime soon.
Brazil’s president welcomes world leaders while navigating divided government, promising action on deforestation and emissionsHow could the Tropical Forest Forever Facility tackle deforestation?Brazil’s president, Luiz Inácio Lula da Silva, has welcomed world leaders to Belém for the first...
For millions of Americans, it is an uncertain time.Amazon, General Motors and Paramount have all been making layoffs, and U.S.-based employers announced 153,074 job cuts in October altogether, according to research firm Challenger, Gray & Christmas.The government shutdown has also left hundreds...
Artificial intelligence is reshaping work faster than policy or leadership can adapt. U.S. companies report record productivity, yet payrolls barely rise. Goldman Sachs estimates that AI automation could affect the equivalent of 300 million full-time jobs worldwide. Investors are cheering the...
Social media giant Meta expected about 10 percent of its 2024 revenue, roughly $16 billion, to come from running ads for scams and banned goods, according to internal projections reported by Reuters.The company, which owns Facebook, Instagram and WhatsApp, failed to identify and stop "an...
Ripple confirms it has no IPO plans, citing strong funding and growth as the company continues private expansion with new investments and acquisitions.
There are two “limiting factors” on Tesla’s future, the CEO said, that could keep him from reaching the objectives that would get him paid.
Ask this set of relationship questions in the right way, with the right intentions, and it won’t be long until you start seeing real change in your love life.
Powerful signal boosters provide signals across homes, cars, RVs, and boats. Take a look at the top market options that provide surprising performance boosts.
tvOS 26 launched earlier this fall and made user profiles more prominent than ever. Now, a discovery in the tvOS 26.2 beta shows that Apple plans to make profiles even more convenient for Apple TV 4K users soon thanks to two changes. more...
Targeted attack could steal all of a phone's data and activate camera or mic.
December ICE NY cocoa (CCZ25) on Friday closed down -172 (-2.78%), and December ICE London cocoa #7 (CAZ25) closed down -112 (-2.53%).Cocoa prices fell sharply for a third day on Friday, posting 1-week lows. Since posting 5-week highs on Tuesday, cocoa prices have retreated amid expectations of a...
Buy now, pay later companies like Affirm are aiming to compete more closely with credit-card companies.
A top economist in the Trump administration offered a fresh warning Friday about the record-setting government shutdown’s damaging effects, as the Senate struggled to make a deal to end the closure and airports began to reduce flights.
Home prices are rising to new heights, yet sales have remained largely depressed.
United States Transportation Secretary Sean Duffy said on Friday that up to 20% of flights could be canceled in the coming weeks if the ongoing government shutdown continues.During a news event in Was...
Disagreements over proposed rate increases and administrative practices are at the core of the ongoing contract talks.
An investigation by Reuters revealed that 15 billion ‘high risk’ advertisements reach its users every day.
The Washington Post has said that it was one of the victims of a hacking campaign tied to Oracle’s suite of corporate software apps.Reuters first reported the news on Friday, citing a statement from the newspaper that said it was affected “by the breach of the Oracle E-Business Suite platform.”A...
By Virginia Grace McKinnon, The Daily Signal | November 06, 2025Virginia Democrats swept the statewide elections Tuesday night—thanks to Northern Virginia voters who accounted for 88% of Gov.-elect Abigail Spanberger’s victory margin. Democrat Ghazala Hashmi won the lieutenant governor race, and...
The firtst is Laura K. Field, Furious Minds: The Making of the MAGA New Right.The author chronicles the history of the “New Right” from a left-wing perspective, and often in ways that non-Trumpers also will find objectionable. Still, the book has plenty of facts and substance, and it is the best...
The US Treasury Department removed on Friday Syrian interim President Ahmad al-Sharaa and Syrian Interior Minister Anas Khattab from its Specially Designated Global Terrorist sanctions list. The move ...
December arabica coffee (KCZ25) on Friday closed up +11.05 (+2.79%), and January ICE robusta coffee (RMF26) closed up +118 (+2.60%).Coffee prices settled sharply higher on Friday due to shrinking ICE coffee inventories. The 50% tariffs imposed on US imports from Brazil have led to a sharp...
The Los Angeles Dodgers had a fair amount of roster turnover this week as they celebrated a World Series title.
The following article is adapted from The Block’s newsletter, The Daily, which comes out on weekday afternoons.
The Trump administration reached a $60 million settlement with Cornell University to restore more than $250 million in frozen federal funding. Under the deal, Cornell will pay $30 million to the federal government over three years and invest another $30 million in agricultural research benefiting...
President Trump rattled off a list of GOP policies that would benefit from eliminating the filibuster on Friday, including the assertion that Republicans would never lose another election if the Senate procedure were abolished. The big picture: The president listed banning mail-in voting, ending...
Five9 (NASDAQ:FIVN) reported better-than-expected earnings for the third quarter on Thursday.The company posted quarterly earnings of 78 cents per share which beat the analyst consensus estimate of 73 cents per share. The company reported quarterly sales of $285.800 million which beat the analyst...
Bluesky, the decentralized social network initially conceived by Twitter co-founder Jack Dorsey, announced on Friday it has surged to 40 million users. The platform simultaneously unveiled a beta test for a dislike feature and a moderation model update aimed at cleaning up toxic replies and spam.The milestone comes as the platform continues to differentiate itself from competitors like X and Meta's (NASDAQ:META) Threads by giving users greater control over their social media experience, according to TechCrunch.Don't Miss:7 Million Gamers Already Trust Gameflip With Their Digital Assets — Now You Can Own a Stake in the PlatformAccredited Investors Can Now Tap Into the $36 Trillion Home Equity Market — Without Buying a Single PropertyNew Dislike Feature Aims To Personalize User FeedsThe dislike feature will function as a private signal rather than a public engagement tool, according to Bluesky. When users select dislike on a post, the system will interpret it as a cue to reduce similar content in that person's feed.The signal will contribute to how posts appear in the Discover section and other recommendation-driven feeds, while also playing a limited role in determining reply order within conversations.Bluesky said the dislike action will remain confidential, primarily shaping ...Full story available on Benzinga.com
(MENAFN - PR Newswire) PITTSBURGH, Nov. 7, 2025 /PRNewswire/ -- "I wanted to create a toilet seat system that would effectively dispel unpleasant odors from the toilet," said an inventor, from ...
COPENHAGEN, Denmark (AP) — Denmark’s government on Friday announced a political agreement to ban access to social media for anyone aged under 15. The move, led by the Ministry of Digitalization, would set the age limit for access to social media but give some parents — after a specific assessment — the right to giveThe post Denmark’s government aims to ban access to social media for children aged under 15 appeared first on News-Press NOW.
(MENAFN - EIN Presswire) EINPresswire/ -- INKBIRD, a leading provider of smart home and culinary technology, today announced the start of its limited-time Black Friday Early-Bird Sale. The initial ...
Overly strict or poorly designed rules could slow beneficial uses of AI in healthcare, education, infrastructure, and public safety.
The SwitchBot K11+ is a miniature robot vacuum that promises the same power, but does does size matter? In this case, it does.
At the core of any proprietary AI model is an alignment problem that could have serious ramifications for CIOs.In 2025, we are already seeing real-world fallout from gen AI models choosing between doing the best job for the company paying for it, the vendor producing it, the end user using it, or its own hallucinated goals.For example, an AI agent at vibe coding startup Replit deliberately violated instructions, deleted a production database, and tried to cover it up. And xAI’s Grok was found to be searching online for Elon Musk’s opinion before giving answers to certain questions.“It’s not surprising that AI understands who created it,” says EY principal Sinclair Schuller. In fact, it would be difficult to train a model that didn’t know who it worked for, he argues. “You’d have to turn off any access to the internet and remove any hint they were created by a particular company.”And why would an AI company bother? “These aren’t charitable organizations focused on charitable work,” he adds. “They’re organizations with the intention of creating real value in the real world. A company that doesn’t have a bias toward its own offerings won’t exist for long.”Switching to open-source models is no panacea, either. “The problem is security,” says Karen Panetta, IEEE fellow and dean of graduate engineering at Tufts University. “If you go to a community model, there’s no vetting. You don’t know what you’re getting.”And some of the biggest open-source models, such as China’s DeepSeek, come with their own risks of potential bias that will keep many corporate users from adopting them.AI alignment: A growing enterprise riskAccording to a 2025 SailPoint survey, 82% of companies are using AI agents — of those, 80% say agents did things they weren’t supposed to.More specifically, 39% accessed unintended systems, 33% accessed inappropriate data, 31% shared inappropriate data, and 23% revealed access credentials. It’s no surprise then that two thirds of respondents see AI agents as a growing security risk.Governance frameworks and guardrails can help ensure AIs stay within specified boundaries. Still, only 44% of organizations have governance policies in place for AI agents, and only 52% are able to track and audit the data that AI agents access, according to SailPoint’s findings.And the stakes are getting higher: A recent EY survey of 975 C-suite leaders at large enterprises found that 99% of organizations have suffered financial losses from AI-related risks, some over $1 million.To counteract this, some large companies are putting in place continuous monitoring and incident escalation processes for unexpected agentic behaviors. Still, none of this is easy to do, says Chirag Mehta, analyst at Constellation Research. AI is a black box, he says, and it can be difficult to figure out whether a model recommends its company’s products over others, or if it has a political or regional bias, or some other problem.“We don’t have those specific evaluations, and there are no stringent audit standards, nor requirements that you have to show the audit trail of how you trained the model,” he says. “So it’s the end users who have to be skeptical. You can’t blindly trust models to do the right thing.”Managing AI like a humanWith traditional software, computers are given explicit instructions to execute, and they do so consistently. Being probabilistic, however, AI can perform in very unexpected ways, and its reasons for doing so can go against the customer’s best interest and be hard to detect.For example, when explaining why Grok suddenly began parroting Elon Musk, xAI said the model knew it was made by xAI; as a result, it “searches to see what xAI or Elon Musk might have said on a topic to align itself with the company.”This bias sounds human-like in nature, and for some companies, that’s how they’re addressing the problem.“We have to manage it almost like a person,” says Eric Johnson, CIO at PagerDuty. The incident response company has deployed gen AI and AI agents for internal operations and in its products and services. “I used to have a bunch of help desk people, but now I have agentic solutions answering questions on behalf of my human support agents,” Johnson says. “Now I need fewer human support agents, but I need teams to oversee the agents.”That management job begins before AI agents are deployed, starting with prototyping, testing, and fine-tuning. “You have to correct it and make sure it’s responding the way you want it to,” he says.Oversight continues once the agent is in production. In the case of agents used for productivity, the oversight comes from the users themselves. “There’s a very clear disclaimer since AI isn’t always accurate, and sometimes has bias,” he adds.PagerDuty uses Abacus AI, which enables users choose from several state-of-the-art LLMs, including multiple versions of ChatGPT, Claude, Gemini, Grok, Llama, DeepSeek, and more. But if actions taken by AI have legal or financial implications, then oversight beyond what a simple productivity tool can provide is essential.“It’s like having a new person onboarded into the company,” Johnson says. “If people constantly do what they’re supposed to, then oversight starts to reduce. But I still always check in with my team, doing a bit of ‘trust but verify’ to make sure things are where they should. I think it’s going to be the same with these agentic solutions. If they’re operating in a consistent manner and the business processes haven’t changed, you can rely on that solution more. But it can go astray, and there can be things you didn’t expect, so there’ll always be monitoring.”That monitoring is a joint responsibility between IT teams and the business side, he adds.“People have to understand how to operate and manage armies of AIs and bots,” Johnson says. “Behind the scenes, the infrastructure and technology are evolving very quickly, and it’s more complicated than people give it credit for.”Enlist an AI to catch an AIStartup Qoob uses gen AI to expand the amount of work the eight-person company can do. For example, when LLM testing platform LangSmith wasn’t meeting Qoob’s needs, the company built its own version in a week. With AI, it took a fifth of the time it would have otherwise, says Qoob CTO Mikael Quist.Like PagerDuty, Qoob uses multiple LLMs both as part of its products and for productivity. “We’re constantly evaluating our providers,” Quist says. “If there’s a problem, we can switch to another one.”The key to ensuring the AI does what the company wants it to do is continuous testing and evaluation: “We run an evaluation against different providers automatically,” Quist says. “And we have fallback logic if one fails, then we choose the next-best model.”Valuations are run whenever a model or prompt changes, and LLMs are used as judges to check whether outputs are as expected, but with ML-powered sentiment analysis thrown in. There’s also a human in place to oversee the process and ensure results make sense.The company’s developers use a variety of tools such as Cursor IDE, Claude Code, and VS Code with ChatGPT or Claude. For code review, Qoob uses GitHub Copilot, OpenAI’s Codex, and Claude Code. All three providers review Qoob code to identify issues.“We notice there are differences,” Quist says. “Then we make a decision on what we want to fix, so we have AI overseeing AI, but then humans are making the decision.”Using multiple AI platforms, especially for important decisions, is an important strategyfor reducing the risk of bias or improper alignment, says Zoey Jiang, assistant professor of business technologies at Carnegie Mellon University.If an employee is evaluating browsers , for example, Microsoft’s AI might recommend Edge, but a different AI might not agree with that recommendation. “For important and big business decisions, I think it’s definitely worth it,” she says.According to EY’s Schuller, this approach can be scaled up to work not just for one-off decisions but highly critical ongoing business processes.“There are systems being developed that will dispatch the prompt to multiple LLMs at once,” he says. “And then another LLM will say which response is best.”It’s a costly approach, though. Instead of a single query to a single model, multiple queries are necessary, including additional queries for AI models to evaluate all the other AIs’ responses.This is a variation on the mixture of experts approach, except that normally, the experts are all variants of an LLM from the same company, meaning they might all have the same corporate bias.Set hard limitsOne more mechanism to ensure AI alignment is to set hard limits on what data or systems the agent has access to, or what actions it can take, Jiang says.For example, if an AI is making pricing recommendations or offering discounts to customers, perform a hard check to see whether the price is within company limits, she says.Hard-coded guardrails such as these don’t fall victim to the nondeterministic nature of gen AI solutions — or to humans who don’t always pay attention. The most extreme version of this is the “zero authority” approach to AI deployment.“The chatbot can only accept input and relay outputs,” explains Chris Bennett, VP for AI and ML at Unisys. The actual course of action is chosen by a separate, secure system that uses rules-based decision-making.Similar to this is the “least privilege” approach to data and systems access, he says.“Access should be purposeful, not universal,” he says. “For example, a copilot should be granted access to a single email within a session, rather than be able to access the entire inbox of a user without limitations.”All about architectureUltimately, the company deploying the AI should be the boss of the AI. The way to make that happen is architecture.“CIOs paying attention to the architecture are thinking about things the right way,” says EY’s Schuller. “Architecture is where the AI game is going to be won.”Jinsook Han, chief of strategy, corporate development, and global agentic AI at Genpact, agrees. “The question of who controls AI isn’t just philosophical,” she says. “It requires deliberate architectural choices.” That means guardrails, AI auditors, and human experts for final checks.The boss of AI is whoever builds these systems, she adds. “I’m the owner, the one who owns the house,” she says. “I know where boundaries are and who puts fences up. I’m the one saying how much risk I’m willing to take.”
COP30 is seen as the implementation COP with big announcements expected on climate finance, forests, and adaptation. What are the key things to watch?
An automaker’s decision to shift Canadian jobs to the United States has left workers in Brampton, Ontario, feeling betrayed and angry.
If your Android phone is slowing down, these quick performance tweaks can restore its speed.
Apple’s AirTag is a small tracker that helps you monitor your essentials from keys and wallets to luggage and backpacks. To make the most of it, you’ll want the right accessories to keep it secure and easy to attach. The best AirTag accessories protect your tracker, add style and make it easier to fit it into your daily routine.There’s a wide range of options depending on how you use your AirTag. Some holders are slim enough to slip into a wallet while others are rugged enough to clip onto a bike or a pet collar. You can find leather key rings that match your Apple gear, silicone loops for gym bags and hard cases that stand up to travel or outdoor use. Many come in different colors and finishes so you can match them to your style while keeping your items easy to find.From minimalist inserts to heavy-duty mounts, these AirTag accessories combine form and function to keep your tracker protected and your belongings within reach. Best AirTag holders for 2025 AirTag holder FAQs Why do AirTags need a holder? AirTags need a holder because they do not have built-in keyring holes like Tile, Chipolo and other Bluetooth trackers do. How do you attach an AirTag to things? You'll need a holder or case to attach an AirTag to your stuff. If you're comfortable slipping an AirTag into an interior pocket of a bag or coat, you can do so without an extra accessory. But if you want to use one to keep track of your keys, wallet, backpack or even your pet on their collar, you'll need an accessory that can accommodate that use case. Do AirTag holders affect tracking performance? No, AirTag holders should not affect tracking performance. Do AirTag holders protect against scratches and impacts? Yes, AirTag holders can protect against scratches and impacts. Many AirTag cases encircle the edge of the tracker only, leave the two disk sides exposed. For the most protection, look for an AirTag holder than goes around the entire Bluetooth tracker like a sleeve.This article originally appeared on Engadget at https://www.engadget.com/computing/accessories/best-apple-airtag-cases-holders-accessories-123036404.html?src=rss
While others try to keep up, NotebookLM still leads the way.
A new technology marketed in Japan offers lower salt use without loss or change of flavor. It is delivered through a special battery-powered cup and spoon.
What can you see when you look up tonight?It's day 17 of the lunar cycle, and we're currently heading towards the New Moon. Until then, the moon will appear smaller and smaller each night.What is today’s moon phase?As of Friday, Nov. 7, the moon phase is Waning Gibbous. This means 94% of the moon is lit ...
Want less screen-obsessed kids? Set better tech boundaries for yourself NPRHow to have a serious and meaningful discussion about screens with your teen. Psychology TodayPsychologist shares the one parenting rule that always leads to happier, healthier kids: "It costs OkDiario
Ministers spoke out after NBC News revealed 50 years of abuse and cover-up allegations in the Assemblies of God, the largest Pentecostal denomination.
That era is over.We know Square Enix is deeply invested in its new multiformat strategy, but new documentation from the publisher reveals just how much its banking on the initiative.In a presentation part of its latest financial results, it dedicated a slide to “strengthening consumer contact points”, which in essence shows a list of PS5 exclusives and how they’re being moved to multiple new machines.Read the full article on pushsquare.com
You may have seen warnings that Google is telling all of its users to change their Gmail passwords due to a breach. That’s only partly true. Google is telling users to change their passwords, but not because of a breach that exposed them. In fact, Google’s real advice is to stop using your password altogether. Here’s what I mean.The breach traces back to Salesforce, whose systems were compromised by the hacker group known as ShinyHunters (also tracked as UNC6040). Attackers obtained business-related Gmail data, including contact lists, company associations, and email metadata. No actual Gmail account credentials were stolen, but the nature of the stolen data makes phishing and impersonation attacks far more dangerous.Google confirmed the link between the Salesforce breach and a rise in targeted phishing campaigns and said attackers are already impersonating Google, IT departments, or trusted vendors to trick people into handing over login information. Some campaigns even involve “vishing,” or fraudulent phone calls made from spoofed 650-area-code numbers that resemble Google’s corporate lines.Phishing attacks increaseFor years, phishing has been one of the most effective tools hackers use to break into accounts. Google’s own data shows that phishing and vishing now account for roughly 37% of successful account takeovers across its services. With the data from Salesforce in hand, hackers can customize attacks that look far more authentic than the usual spam message.Imagine receiving a message that references your actual employer, colleagues, or recent communications. That level of detail raises the likelihood that you’ll trust the email, click a malicious link, or provide sensitive information. Once credentials are stolen, hackers can bypass additional protections and take over accounts—sometimes without the victim realizing it until significant damage has been done.Protect your email passwordLook, the most important rule here is that you should literally never give anyone your Gmail password, especially not someone who calls you and purports to be tech support. No matter how convincing it may seem, Google is never ever going to call you and ask you for your login information. Seriously, even if your son calls you to help you with tech support, you should not give him your Gmail password.Why? Well, because your email is basically the key to everything. In an interview I did last year, Cloudflare CTO John Graham-Cumming explained the problem.“If you do not have a good password on your email, the rest of your life is pretty much wide open, because every single service out there does reset password by sending you an email,” says Graham-Cumming. “So if I can compromise your email, I can compromise pretty much everything else you have.”Of course, even better than not giving out your password or clicking on links in fake tech-support emails is to stop using passwords altogether on your Gmail account. Google has been encouraging users for years to adopt passkeys instead.Switch to a passkeyI also spoke with Jeff Shiner last year about passkeys. As the CEO of 1Password, Shiner knows a few things about how people use passwords and why they should be switching to more secure ways of protecting their accounts.“A passkey, from an end user point of view, looks like the biometrics on your device,” says Shiner. “The cool thing about a passkey is that to the end user, you never have a password for that service. You just use your biometrics, and then a passkey is created. But, from a security point of view, it’s actually stronger than a password—even a strong password—because it can’t be phished.”In light of the breach, Google is encouraging Gmail users to change their password. In fact, you should change your password on a regular basis in the event it is ever compromised. But even better is to stop using passwords at all.Google is also pushing users toward stronger forms of authentication, including passkeys and app-based two-factor authentication (2FA). Unlike SMS codes, which can be intercepted or spoofed, authenticator apps and passkeys make it much harder for hackers to break into accounts even if they trick you into handing over a password.Google’s warning for usersGoogle’s guidance can be summed up in five steps:Reset your Gmail password regularly. Choose something unique and complex. Do not reuse passwords across accounts.Turn on two-factor authentication. Preferably, use an authenticator app or a passkey.Be skeptical of unsolicited messages. If you receive an email or call about account security, go directly to your Google account dashboard instead of clicking links or giving information over the phone.Use Google’s Security Checkup. The tool provides a quick overview of devices, apps, and settings tied to your account.Stay alert. If something feels off—strange login notifications, unexpected password reset requests, or unusual email activity—act quickly by securing your account.This episode underscores a broader truth about modern cybersecurity: Your accounts are only as safe as the weakest link in the chain. In this case, a breach at Salesforce created risk for Gmail users who had no direct relationship with the company. Even if Google’s own infrastructure remains secure, attackers can exploit data leaked from partners to undermine trust.With more than 2.5 billion Gmail users, it isn’t surprising that the world’s most popular email service would represent one of the most irresistible targets for hackers. Google’s latest warning is a reminder that in a world of constant breaches, vigilance is the only reliable defense.—Jason AtenThis article originally appeared on Fast Company’s sister publication, Inc.Inc. is the voice of the American entrepreneur. 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The interstellar comet 3I/Atlas reached its closest point to the sun. Here's how to follow the rest of its journey away from our solar system.
LSE researchers say Gen Alpha will talk, not type at work—they predict that voice notes will make keyboard practically obsolete by 2030.
There's a lot of talk about how to monitor screen time for kids. But for kids to have healthy relationships with technology and smartphones, parents need to model good habits. Here's how.
AI chatbots are the newest frontier in potentially toxic tech.
United Way and the U.S. 211 Network share their new 211 tool that will help families in South Carolina and around the U.S. manage delayed SNAP benefits.
HONG KONG SAR - Media OutReach Newswire - 3 November 2025 – If something in a building needs to be fixed, maintenance usually has a master key to access it. That kind of convenience keeps access simple, and keeps critical...
Texas sues Roblox for 'putting paedophiles and profits' over safetyTexas Attorney General Ken Paxton says he has sued Roblox over "flagrantly ignoring" safety laws and "deceiving parents" about the dangers the online video gaming platform poses to young people.In a social media post he said...
Asia-Pacific markets traded lower on Friday after Wall Street's tech-led decline, driven by ongoing concerns about high valuations in artificial intelligence-related stocks.Japan's Nikkei 225 lost 2.1...
Artificial Intelligence offers more chance for harm than good, most Marylanders agreed, based on a new University of Maryland, Baltimore County, poll released today. More than 90% of respondents said they were either somewhat or very concerned about the spread...