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AI agents are now embedded in real enterprise workflows, and they're still failing roughly one in three attempts on structured benchmarks. That gap between capability and reliability is the defining operational challenge for IT leaders in 2026, according to Stanford HAI's ninth annual AI Index report.This uneven, unpredictable performance is what the AI Index calls the "jagged frontier," a term coined by AI researcher Ethan Mollick to describe the boundary where AI excels and then suddenly fails.“AI models.
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An East Bay apartment complex has been bought at a price that's well below its prior value. Read more ›
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A PG&E Corp. unit has bought a San Jose building in a move to bolster the utility's South Bay operations. Read more ›
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The rush to build AI applications has created a new behind-the-scenes race: securing enough computing power to train, run, and scale them. One company benefiting from that demand is Verda, the Helsinki-based AI infrastructure startup formerly known as DataCrunch. The ... Read more ›
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June's Nintendo Direct presentation was reportedly this year's most-watched Summer Game Fest showcase. Read more Read more ›
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Things continue to look grim for Xbox as layoffs loom and Craig Duncan steps down. Read more ›
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A legendary Ford rally icon is getting a second life through an ambitious revival project that blends classic styling with carefully chosen updates. Read more ›
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Uruguay was delayed departing their training camp after their first airplane didn't have the right permission to enter the US, local reports said. Read more ›
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Приветствую, Хабр! Сегодня хотелось бы осветить ещё одну проблему, связанную с ToS IT-гигантов. Так уж сложилось, что в правоотношениях между UGC-платформой и пользователями сложился опасный перекос. Несмотря на то, что на подобных сервисах основа контента создается самими пользователями, крупные IT-площадки, включая книжные сервисы, вроде LiveLib, фактически создали внутри своих Пользовательских соглашений (ToS) параллельную правовую систему, согласно которой модераторы наделяются квазисудебными функциями, Read more ›
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Craig Duncan has stepped down from his role as head of Xbox Game Studios after less than two years. He will be departing the company this week. Read more Read more ›
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Don't miss these handpicked discounts on some of our favorite products ahead of Prime Day. Read more ›
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The SUV is the center of the modern automotive market, and major player Ford is in the thick of the competition, but these other contenders have input, too. Read more ›
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Electronic Arts has officially launched EA Advertising, a new platform that the company says will enable brands to more directly connect with players of its games - by integrating them "directly into gameplay". Read more Read more ›
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Tyndall National Institute, based at University College Cork, has been selected as a recipient of a prestigious grant from the John L. Ocampo Endowment Fund, a $100 million global initiative supporting cutting-edge research in radio frequency (RF), microwave, and photonics engineering. The award will support pioneering research projects led by Prof. Dimitra Psychogiou (Tyndall/ University […] Read more ›
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An anonymous reader quotes a report from The Guardian: Voters in Switzerland have rejected an unprecedented far-right proposal to cap the country's population at 10 million in a divisive referendum dubbed "the Swiss Brexit." Some 54.79% of voters were against the proposal by the Swiss People's party (SVP) and 45.21% were in favor. Turnout was 58.86%. A different outcome would have obliged the Swiss government to limit the population, currently... Read more ›
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AI agent traffic grew 7,851% in a single year. Now, for the first time, bots outnumber humans on the open web. Read more ›
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Samsung MAX VPN is officially shutting down today. Here's why the privacy app is retiring, how it impacts your Galaxy device, and what you should do next to stay secure online. Read more ›
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Just two days after becoming the world’s first trillionaire, Elon Musk is setting an even bigger target for SpaceX. On Sunday, Musk said he expects the rocket company could generate more than $1 trillion in annual revenue by 2031, a ... Read more ›
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VentureBeat
In Q1 2026, VentureBeat's Pulse Research surfaced the “Governance Mirage”: the gap between the governance org charts enterprises had drawn and the control layers they had actually built. Forty-three percent said a central team owned AI governance; 23% couldn't agree on who owned it at all; and 31% named vendor opacity as the single biggest obstacle.This new wave of research asks the next question: Once you've admitted the governance problem,... Read more ›
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A joint research collaboration between researchers at the University of Illinois at Urbana-Champaign (UIUC), UC Berkeley, and the open source AI-native vector database platform Chroma unveiled Harness-1, a 20-billion parameter open-source search agent built atop OpenAI's gpt-oss-20B open source model that fundamentally redesigns how AI executes complex retrieval tasks. Harness-1 achieves a massive leap in performance, scoring 73% average on its ability to recall relevant information correctly from a curated Read more ›
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Presented by Norton For 39 days this summer, the planet will be doing roughly the same thing at the same time. The 2026 World Cup spans 104 matches across 16 cities in the United States, Canada, and Mexico, with billions of people likely to watch over the course of the tournament. It could very well be one of the largest shared events the internet has ever been asked to carry.... Read more ›
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Anthropic today launched two new AI models — Claude Fable 5 and Claude Mythos 5 — marking the company’s first broad release of the powerful “Mythos-class” AI capabilities it previously made available only to participating organizations in its restricted cybersecurity program, Project Glasswing, which it announced two months ago.The company says Fable 5, which is the version most users and developers will get starting today, exceeds every Claude model it... Read more ›
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On-device AI models have stayed small because the entire weight set has to live in DRAM, capping practical parameter counts well below what server-side deployments use. Enterprise architects evaluating agentic workloads have had to choose between capable cloud-dependent models and limited on-device ones. Apple's third-generation foundation models, announced at WWDC26, break that constraint by moving the weight set off DRAM entirely.The AFM 3 family was developed in collaboration with Google... Read more ›
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Engineering teams building agentic coding pipelines now have a concrete open-source alternative to managed models like Claude Fable 5 — one that runs on a single H100. The tradeoff: Cohere's North Mini Code, which launched Tuesday, generated three times the output tokens of comparable models in independent testing, a verbosity cost that compounds in high-volume production workloads.The new open-source model is a 30 billion parameter mixture-of-experts (MoE) model with 3... Read more ›
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Apple’s new Siri AI, unveiled yesterday at Apple's annual Worldwide Developers Conference (WWDC 2026), may look like a consumer product story on the surface. But for enterprise developers and IT leaders, the bigger news from WWDC26 is that Apple is turning Siri into a systemwide AI interface for apps, data and workplace actions across iPhone, iPad, Mac, Apple Watch and Vision Pro, as revealed in the WWDC26 Apple Intelligence developer... Read more ›
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Enterprise AI teams face a dilemma: The best models today might not be the best models a year from now. MassMutual's answer is to stop making long-term bets — and build infrastructure that can swap models as the market shifts.“The world of AI today is extremely dynamic,” Sears Merritt, MassMutual CIO, explained in a new VB Beyond the Pilot podcast. “We wanted to make sure we were positioned to ride... Read more ›
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In a sweeping new essay titled "Policy on the AI Exponential," Anthropic co-founder and CEO Dario Amodei publicly calls for new government regulations governing the release of powerful AI models — specifically comparing AI industry to commercial aviation, which follows regulations enforced by the U.S. Federal Aviation Administration (FAA) — arguing that this is necessary to maintain public safety as AI capabilities and potential misuses grow.Alongside the essay, Anthropic released... Read more ›
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Training a foundation LLM from scratch costs millions and requires internet-scale data — which is why most enterprises don't bother. Sapient thinks it has a cheaper path.To overcome this brute-force scaling dogma, researchers at Sapient developed HRM-Text, which replaces standard Transformers with a highly sample-efficient Hierarchical Recurrent Model (HRM), an architecture they first introduced last year.HRM decouples computation into slow-evolving strategic and fast-evolving execution layers. Instead of b Read more ›
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15.06.2026 11:39
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