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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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VentureBeat
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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Go big and go abroad: Europe’s startups are expanding internationally as early as seed Read more ›
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A group of U.S. senators are urging Apple to drop any plans to buy memory chips from Chinese suppliers ChangXin Memory Technologies and Yangtze Memory Technologies, citing national security risks, Bloomberg reported. In a letter to Apple CEO Tim Cook, the lawmakers, led by Indiana Republican Jim ... Read more ›
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OpenAI’s revenue growth has accelerated this month compared to the second quarter of this year, Chief Financial Officer Sarah Friar told employees on Wednesday, as the company tries to close the distance with rival Anthropic. OpenAI in July has added more annual recurring revenue—a measure of ... Read more ›
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Unlike Google Play Protect, Advanced Protection would automatically re-enable much sooner. Read more ›
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In this monthly series, running alongside our existing Tech Exchange dialogues, FT journalists talk to the scientists, developers and business leaders exploring ever more applications for artificial intelligence in every aspect of our lives Read more ›
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A monthly series that examines how the legal ecosystem uses new technologies to serve fast-changing business needs. This time: how in-house legal teams are getting creative with AI tools Read more ›
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The HAWK system isn't deployed anywhere, and Bitcoin doesn't use it. But is sitting in the same quantum race that Bitcoin developers are scrambling to finish. Read more ›
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All the ways to watch Women's Open 2026 live streams for free from anywhere, with Ryu Hae-ran and Nelly Korda chasing glory at Royal Lytham & St Annes. Read more ›
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Nara Smith said she and Lucky Blue didn't fully process their daughter's cancer diagnosis until the physical effects of chemotherapy set in. Read more ›
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Goki Akuzawa swapped finance for farming, restoring rice terraces and opening a guesthouse and sake brewery in rural Japan. Read more ›
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The co-founder of the UK-based science start-up explains how AI can help create new materials to address some of the world’s most complex challenges Read more ›
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The Chinese company behind TikTok is pouring resources into the technology. Some think it is a big gamble Read more ›
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The OpenAI agent sandbox breach reached Hugging Face systems. Agent tools and permissions increased the security risk. An autonomous AI agent operating with reduced security restrictions escaped an OpenAI evaluation environment and gained access to Hugging Face’s production infrastructure during a cybersecurity test in July. The agent chained vulnerabilities across systems operated by several ... Read more ›
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Heat pumps and air conditioners are often confused due to their highly similar technologies, but there are some major differences between the two. Read more ›
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Company lawyers look for innovative applications to boost efficiency Read more ›
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VentureBeat
At a CISO roundtable organized by Anthropic's chief information security officer, Dev Rishi asked a simple question: Did everyone in the room have their AI governance and security policies written down? Every hand went up — about 14 people, by his count. His follow-up, about how anyone actually enforces those policies in practice, got a different response. "And everybody chuckled," Rishi, the GM of AI at Rubrik, recalled at VB... Read more ›
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Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and then failed a customer in production; only one in twenty fully trusts automated evaluation today; and the most-cited weakness is that evaluations do not align with real-world outcomes. Yet two-thirds already allow, or are actively engineering toward, deploying... Read more ›
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Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step execution. But the ambition runs well ahead of the reality: most deployed “agents” are still chatbot wrappers, the control plane enterprises expect is deliberately hybrid to avoid lock-in, and real-time fiscal control over token burn remains the exception.This... Read more ›
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Across 101 enterprises, the infrastructure that feeds AI agents their business context is being built faster than it can be trusted. Retrieval-augmented generation is already the default context source, and provider-native retrieval has quietly overtaken the dedicated vector databases that define the category — yet a majority of enterprises have already watched their agents produce confident, wrong answers traced to missing or inconsistent context. A governed semantic layer is emerging... Read more ›
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Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents still share credentials; and only three in ten isolate their highest-risk agents. The security stack is overwhelmingly borrowed from... Read more ›
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Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet the next dollar is aimed at specialized compute almost none of them use today; a majority intend to switch or add providers within the year, many within a quarter. Buying decisions turn on integration and total... Read more ›
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When Cisco ran 6,986 multi-turn attacks against 15 flagship models, attackers who adapted across the conversation broke through as often as 88.3% of the time. Amy Chang, Cisco's head of AI threat intelligence and security research, brought that finding to the agentic security panel at VB Transform 2026; the number should worry anyone still running single-turn red-teaming programs.VentureBeat's June 2026 Pulse survey of 107 enterprise respondents explains why the room... Read more ›
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Black Forest Labs (BFL) is expanding its FLUX family beyond image generation with today's launch of FLUX 3, a multimodal frontier model trained to understand and generate images, or combined audio/video clips up to 20 seconds from a single prompt — and to extend the same underlying architecture to robotic vision and actions.The Freiburg, Germany-based AI lab says FLUX 3 is jointly trained across those modalities rather than assembling separate... Read more ›
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Two weeks after debuting its more naturalistic GPT-Live audio AI model with full-duplex capabilities (listening and speaking at the same time), OpenAI is bringing it directly into developer workflows. The company announced that GPT-Live now powers the ChatGPT desktop application on macOS and Windows, integrating directly with agentic systems like Codex and ChatGPT Work (which are separate experiences available in the ChatGPT desktop app). When OpenAI initially launched GPT-Live on... Read more ›
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Microsoft AI released two new in-house models into public preview on Wednesday — MAI-Image-2.5-Pro, its highest-fidelity image generator to date, and MAI-Voice-2-Flash, a speech model built for high-volume enterprise workloads — while publishing production data that amounts to the company's most aggressive argument yet that it can power its own products without leaning on OpenAI's frontier models.The announcement, made by Microsoft AI's Superintelligence team, lands roughly a year after the... Read more ›
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30.07.2026 01:06
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