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The AI narrative has mostly been dominated by model performance on key industry benchmarks. But as the field matures and enterprises look to draw real value from advances in AI, we’re seeing parallel research in techniques that help productionize AI applications. At VentureBeat, we are tracking AI research that can help understand where the practical implementation of technology is heading. We are looking forward to breakthroughs that are not just about the raw intelligence of a single model, but about how.
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A new year means new Marvel shows to watch, and the first to come in 2026 is 'Wonder Man.' 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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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 ›
842 fresh
I baked, pan-fried, microwaved, and poached chicken breasts to see which method gave me the most flavor and best texture in the least amount of time. Read more ›
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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 ›
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Our first trip to Amsterdam as a family was great, but there are mistakes I wish we avoided and tips I wish we knew before we got to the Netherlands. 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 ›
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Apple is not expected to release a standard iPhone 18 model this year, according to a growing number of reports that suggest the company is planning a significant change to its long-standing annual iPhone launch cycle. Despite the immense success of the iPhone 17 in 2025, the iPhone 18 is not expected to arrive until the spring of 2027, leaving the iPhone 17 in the lineup as the latest standard... 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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Foldables are fun, but they’re usually priced like a luxury. That’s why a straight-up discount matters. The Samsung Galaxy Z Flip7 256GB (unlocked) is down to $899.99 (was $1,099.99), saving you $200. If you’ve been curious about flipping to a foldable for the first time, this kind of price cut makes it much easier to ... 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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Epilogue just announced pre-orders for the SN Operator, a USB-C cartridge reader that lets you play and back up your SNES game library to your computer. Read more ›
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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 ›
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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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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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We've picked out the best horror, sci-fi, and genre titles coming to Netflix, Hulu, Disney+, and beyond. Read more ›
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Where power, profits and pressure points are likely to lie across five key sectors Read more ›
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Mark Thomson, a professor of experimental particle physics at the University of Cambridge, takes over as CERN's director general this week, and one of his first major decisions during his five-year tenure will be shutting down the Large Hadron Collider for an extended upgrade. The shutdown starts in June to make way for the high-luminosity LHC -- a major overhaul involving powerful new superconducting magnets that will squeeze the collider's... Read more ›
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A newly discovered exoplanet is rewriting the rules of what planets can be. Orbiting a city-sized neutron star, this Jupiter-mass world has a bizarre carbon-rich atmosphere filled with soot clouds and possibly diamonds at its core. Its extreme gravity stretches it into a lemon shape, and it completes a full orbit in under eight hours. Scientists are stunned — no known theory explains how such a planet could exist. Read more ›
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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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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 ›
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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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01.01.2026 14:02
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