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Researchers at Google have developed a new AI paradigm aimed at solving one of the biggest limitations in today’s large language models: their inability to learn or update their knowledge after training. The paradigm, called Nested Learning, reframes a model and its training not as a single process, but as a system of nested, multi-level optimization problems. The researchers argue that this approach can unlock more expressive learning algorithms, leading to better in-context learning and memory.To prove th
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VentureBeat
Costco's consistency -- from its $1.50 hot dog and drink combo to its functional shopping carts and satisfied employees -- has produced what The Atlantic calls a "cultlike loyalty" among members at more than 600 locations across the U.S. Its annual membership costs $65. The model traces back to Fedco, a nonprofit wholesale collective for federal employees founded in Los Angeles in the 1940s. Costco's private label Kirkland Signature has... Read more ›
617 fresh
An anonymous reader shares a report: Only the government could spend 20 years creating a national ID that no one wanted and that apparently doesn't even work as a national ID. But that's what the federal government has accomplished with the REAL ID, which the Department of Homeland Security (DHS) now considers unreliable, even though getting one requires providing proof of citizenship or lawful status in the country. In a... Read more ›
458 fresh
The Korean television and display manufacturer LG Electronics is working on its next-generation OLED TV as part of the G-series, along with a new wallpaper TV. According to a Videocardz report, the OLED TV in question is the LG G6 Evo AI, a new RGB Tandem WOLED. The G6 will feature a new “Hyper Radiant ... Read more ›
417 fresh
A new record-high clock speed has been achieved on AMD's Ryzen 7 9800X3D. The best gaming CPU in the world doesn't need to be overclocked to achieve exceptional performance, but Chinese overclocker "Hero" has just pushed it to 7,335 MHz using a Colorful iGame X870E Vulcan motherboard, using liquid nitrogen. Read more ›
314 fresh
Afters years of talk, governments in Australia, France, and more are taking action to ban social-media for kids. Some warn of unintended effects. Read more ›
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Iran is offering to sell advanced weapons systems including ballistic missiles, drones and warships to foreign governments for cryptocurrency, in a bid to use digital assets to bypass western financial controls. From a report: Iran's Ministry of Defence Export Center, known as Mindex, says it is prepared to negotiate military contracts that allow payment in digital currencies, as well as through barter arrangements and Iranian rials, according to promotional documents... Read more ›
298 fresh
Chirp wellness, founded by Tate Stock, grew from $450 and a barn to $250 million in sales, pivoting from yoga wheels to pain relief tools. Read more ›
276 fresh
St. Barthelemy, or St. Barts, is a French-speaking Caribbean island with beaches and high-end shops where billionaires like Jeff Bezos vacation. Read more ›
258 fresh
Early versions of Betty Boop, Pluto, and Mickey and Minnie Mouse are on the list. Read more ›
224 fresh
Jeff Bezos owns more than $200 million of real estate in Miami. A vacant plot next to him just sold for $105 million. Read more ›
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Three decades after RFC 1883 promised to future-proof the internet by expanding the available pool of IP addresses from around 4.3 billion to over 340 undecillion, IPv6 has yet to achieve the dominance its creators envisioned. Data from Google, APNIC and Cloudflare analyzed by The Register shows less than half of all internet users rely on IPv6 today. "IPv6 was an extremely conservative protocol that changed as little as possible,"... Read more ›
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The billionaire gifted Tesla shares worth nearly $100 million to charities in connection with "year-end tax planning," according to an SEC filing. Read more ›
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The FBI reported that Americans lost $333 million to scams via crypto ATMs, and that the number of victims constantly rose from 2020 to 2025. Read more ›
155 fresh
Where power, profits and pressure points are likely to lie across five key sectors Read more ›
147 fresh
A new year means new Marvel shows to watch, and the first to come in 2026 is 'Wonder Man.' Read more ›
146 fresh
On January 1, 1983, ARPANET system architects initiated the cutover from the existing NCP to TCP/IP on all hosts. Read more ›
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Some years ago, I was writing a science fiction short story in which I wanted to incorporate verses from a 1928 song, "Button Up Your Overcoat." However, when I sold the story, my editor told me that since the song was still copyrighted, it was safer not to include the verses. If I had written […] Read more ›
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The U.S. Department of Commerce didn't renew the validated end-user status of these chipmakers, requiring them to acquire annual licenses to import chipmaking tools containing U.S. tech into their Chinese fabs. Read more ›
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VentureBeat
Presented by Microsoft and NVIDIAAs the world’s leading platform providers and champions for advancing AI globally, NVIDIA and Microsoft continue to deliver unequaled value for organizations investing in and deploying AI. The companies’ collaborative efforts at the 2025 Microsoft Ignite conference offered tangible proof, introducing practitioners and decision-makers to new and expanded AI infrastructure and cloud solutions for accelerating enterprise transformation and real-world impact with AI agents.IT an Read more ›
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For decades the data landscape was relatively static. Relational databases (hello, Oracle!) were the default and dominated, organizing information into familiar columns and rows.That stability eroded as successive waves introduced NoSQL document stores, graph databases, and most recently vector-based systems. In the era of agentic AI, data infrastructure is once again in flux — and evolving faster than at any point in recent memory.As 2026 dawns, one lesson has become... Read more ›
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Facebook and Instagram parent company Meta’s agreement to acquire Manus for more than $2 billion — announced last night by both companies and reported in The Wall Street Journal — marks one of the clearest signals yet that large tech platforms are no longer just competing on model quality, but on who controls the execution layer of AI-powered work.Manus, a Singapore-based startup founded by Chinese entrepreneurs that debuted earlier this... Read more ›
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At 77-year-old promotional products company Gold Bond Inc., CIO Matt Price knew generative AI adoption wouldn’t come from rolling out a chatbot. Employees needed AI embedded into the work they already hated doing: messy ERP intake, document processing, and call follow-ups.Instead of pitching benchmarks, Price built a small group of “super-users” to surface Gold Bond–specific examples and train the rest of the org. They then wired Gemini and other models... Read more ›
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When Google released its newest AI image model Nano Banana Pro (aka Gemini 3 Pro Image) in November, it reset expectations for the entire field. For the first time, uses of an image model could use natural language to generate dense, text-heavy infographics, slides, and other enterprise-grade visuals without spelling errors. But that leap forward came with a familiar tradeoff. Gemini 3 Pro Image is deeply proprietary, tightly bound to... Read more ›
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The drumbeat for AI is deafening. We’re surrounded by a mix of hype, fear and intense pressure to do something with this technology that seems to be advancing at the speed of light. For CIOs and enterprise technology leaders, the path forward can seem murky and fraught with the risk of missteps. But I believe the greatest risk isn't getting it wrong; it's waiting for a “perfect” AI strategy while... Read more ›
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Hot on the heels of its new $140 million Series D fundraising round, the multi-modal enterprise AI media creation platform fal.ai, known simply as "fal" or "Fal" is back with a year-end surprise: a faster, more efficient, and cheaper version of the Flux.2 [dev] open source image model from Black Forest Labs.Fal's new model FLUX.2 [dev] Turbo is a distilled, ultra-fast image generation model that’s already outperforming many of its... Read more ›
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Active Directory, LDAP, and early PAM were built for humans. AI agents and machines were the exception. Today, they outnumber people 82 to 1, and that human-first identity model is breaking down at machine speed.AI agents are the fastest-growing and least-governed class of these machine identities — and they don’t just authenticate, they act. ServiceNow spent roughly $11.6 billion on security acquisitions in 2025 alone — a signal that identity,... Read more ›
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For the past year, enterprise decision-makers have faced a rigid architectural trade-off in voice AI: adopt a "Native" speech-to-speech (S2S) model for speed and emotional fidelity, or stick with a "Modular" stack for control and auditability. That binary choice has evolved into distinct market segmentation, driven by two simultaneous forces reshaping the landscape.What was once a performance decision has become a governance and compliance decision, as voice agents move from... Read more ›
0
With the ecosystem of agentic tools and frameworks exploding in size, navigating the many options for building AI systems is becoming increasingly difficult, leaving developers confused and paralyzed when choosing the right tools and models for their applications.In a new study, researchers from multiple institutions present a comprehensive framework to untangle this complex web. They categorize agentic frameworks based on their area of focus and tradeoffs, providing a practical guide... Read more ›
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Most popular sources
Business Insider
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Tom's Hardware
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Slashdot
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Financial Times
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8% 8 |
Wired
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5% 2 |
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01.01.2026 17:11
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