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A team routing queries across a coding specialist, a logic specialist, and a generalist model assumes each will cover the others' blind spots. A new study evaluating 67 frontier models from 21 providers shows that assumption is mathematically flawed — and the flaw has a name: the co-failure ceiling.The assumption works like this: as long as two models don't usually fail on the exact same prompts, combining them is supposed to create a safety net against failures.The real limit on orchestration is not how of
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Surging data centre power demands are intensifying pressure on transformer supply chains Read more ›
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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 GPU company announced its first series of trading cards highlighting GeForce’s 'great moments.' Read more ›
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You can see if ads on Google Search, Google Discover, and YouTube were made or edited using AI from a new section in Google's "My Ad Center," as reported earlier by TechCrunch. The update, announced on Thursday, adds a "created or edited with AI" label under the "how this ad was made" tab. Users can […] Read more ›
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Foxconn is waiving medical exams to get workers on the iPhone Ultra production line as fast as possible. Read more ›
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Samsung will unveil the Galaxy Z Fold8 Ultra later this month as the successor to the Galaxy Z Fold7. Ahead of its launch, a new leak suggests the flagship foldable may finally deliver a flagship-level camera experience. In a blog post on the Korean platform Naver, tipster Lanzuk claimed that the Galaxy Z Fold8 Ultra will "inherit key camera features of the Galaxy S26 Ultra." Leaked Samsung Galaxy Z Fold8... Read more ›
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Airbnb abandoned its asset-light strategy just a tad, purchasing a New York City building for $81.5 million. It will be an office — there are no plans to "Airbnb" it. Read more ›
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Return to Panem from September 3-7 for a dystopian refresher ahead of the new movie's release November 20. Read more ›
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Nearly three in ten American homes now contain exactly one person. In 1940 the figure was fewer than one in ten. That shift, measured across eight decades, is one of the largest changes in how the country lives, and it happened without a single defining moment to mark it. he U.S. Census Bureau put a ... Read more Read more ›
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This year's iPhone Pro line is looking to be the largest (and most expensive) yet. Read more ›
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OpenAI has received approval from the Trump administration to publicly roll out GPT-5.6 after an earlier limited preview restricted access to government-approved organizations. The company also launched ChatGPT Work, a new GPT-5.6-powered agent that combines ChatGPT and Codex-style capabilities. "It can gather context from the apps, files, and workflows you choose and create finished materials such as documents, spreadsheets, presentations, and web apps," OpenAI wrote in a blog post, adding... Read more ›
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As I am typing this, a device rests on my wrist that purports to unlock a trove of real-time information about my body’s performance. I can click a button and check my heart rate and review how much it’s varied over the course of the day. It can tell me how many steps I’ve taken, […] Read more ›
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Cursor is developing a general-purpose AI agent meant to compete with popular tools like Anthropic’s Claude Cowork, two people familiar with the project said, part of a broader push by the company to diversify beyond coding-focused tools. Work on the new agent began after Cursor started leasing compute capacity in April from SpaceX’s AI unit, known as SpaceXAI, the people said, and comes ahead of SpaceX’s planned $60 billion acquisition... Read more ›
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Four Québec startups share what worked at the tech event, what surprised them, and how they plan to grow. Read more ›
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OpenAI, as part of its effort to attract more business customers, announced a new agent—called ChatGPT Work—which taps into corporate data to automate the creation of spreadsheets and presentations, and can also handle more complex tasks like updating financial forecasts and conducting ... Read more ›
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VentureBeat
As enterprise AI systems scale to handle complex workflows, practitioners face the challenge of routing subtasks to the right tools and skills. Agents can have hundreds of tools and skills and get confused on which one to use for each step of a workflow.To address this challenge, researchers at Alibaba developed SkillWeaver, a framework that creates an execution graph for a given task and chooses the right skills for each... Read more ›
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Two-thirds of enterprises have hedged their AI model strategy, and the past few weeks of controversy around Anthropic’s Claude Fable 5 model showed why that posture has gone mainstream. On June 12, a U.S. export-control order pulled Anthropic's Claude Fable 5 — the most capable model on the market — offline for every customer, with no warning and no timeline. It returned this week wrapped in tighter safeguards, after China's... Read more ›
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Most verticals aren’t clean, well-oiled SaaS databases; the reality is ugly documents, proprietary schemas, implicit workflows, and long‑running tasks that most general-purpose models struggle with. This prompted construction project management company Trunk Tools to build a specialized, three-layer architecture — perception, semantics, agents — based on highly-detailed data to support high-accuracy, highly-relevant industry automation.Their purpose-built stack has shrunk review cycles from months to days,. Read more ›
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Most verticals aren’t clean, well-oiled SaaS databases; the reality is ugly documents, proprietary schemas, implicit workflows, and long‑running tasks that most general-purpose models struggle with. This prompted construction project management company Trunk Tools to build a specialized, three-layer architecture — perception, semantics, agents — based on highly-detailed data to support high-accuracy, highly-relevant industry automation.Their purpose-built stack has shrunk review cycles from months to days,. Read more ›
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Imagine if you could bring 250 people together in a massive room and have them discuss and debate an important issue, arguing the points and counterpoints, and converging on answers that accurately reflect their collective knowledge, wisdom, values, and sensibilities.Now imagine that you convened this debate on America’s 250th birthday and asked 250 randomly selected Americans to come up with the top three innovations that America has contributed to the... Read more ›
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There's an important distinction between AI that just works today, and AI that lasts at scale. Many companies optimize hard for the first one without ever asking whether they're building the second.Velocity without discipline and strategic direction is a liability, not an asset. The hardest part of building AI at scale isn't getting a model to work once. It's building systems that continue to work, scale beyond individual teams and... Read more ›
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For the past year, the awkward secret of the open-weight model boom has been that many of the strongest Chinese releases were off-limits to a large slice of the enterprises most interested in them. License terms that excluded the European Union, the United Kingdom and South Korea meant legal teams killed deployments before engineering teams finished their evals — not just for companies headquartered there, but for any enterprise serving... Read more ›
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Anthropic, the artificial intelligence company, published a sweeping research paper on Sunday revealing that its Claude language models have spontaneously developed an internal structure that mirrors one of the most influential theories of how human consciousness works. The finding, which the company says has already begun reshaping how it monitors its AI systems for safety risks, lands amid an intensifying scientific debate over whether machines can possess anything resembling a... Read more ›
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Presented by MongoDBThe gap between what AI models and agents can produce and what legacy infrastructure can reliably support is known as architectural drag, and it is the defining bottleneck of the agentic era. The data layer underneath an agentic system must handle variable schemas, vector embeddings, real-time retrieval, and multi-tenant scale, often simultaneously and without human intervention to manage migrations — but traditional relational databases weren't natively designed for... Read more ›
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Anthropic on Tuesday launched Claude Cowork on mobile and web, expanding a tool that has quietly become the company's bridge between the developer-centric world of AI coding agents and the far larger market of knowledge workers who never open a terminal.The rollout, which begins in beta with Max subscribers before expanding to additional plans, marks a strategic inflection for Anthropic. It transforms Cowork from a desktop-only agent into a cross-device... Read more ›
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09.07.2026 16:35
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