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In 2026, data engineers working with multi-agent systems are hitting a familiar problem: Agents built on different platforms don’t operate from a shared understanding of the business. The result isn’t model failure — it’s hallucination driven by fragmented context.The problem is that agents built on different platforms, by different teams, do not share a common understanding of how the business actually operates. Each one carries its own interpretation of what a customer, an order or a region means. When th
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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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The tiredness that doesn't match what you did all day isn't laziness or a sleep problem. It's the cost of switching between different versions of yourself, and the research on mental fatigue is starting to explain why. Read more ›
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HBO is giving us double Debbie helpings for the new two weeks. But when do Hacks season 5 episodes 4 and 5 drop on HBO Max? Read more ›
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Huawei is set to host a product launch event on May 7 in Bangkok, Thailand. The company released a teaser video that highlights a trio of devices set to be unveiled at the keynote. Following their announcement in China, Watch Fit 5 and Watch Fit 5 Pro will make their global debuts. The video also showcases a new smartphone, believed to be a member of the Nova 15 series. According... Read more ›
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The Motorola Signature is the latest flagship from the stables of the (now currently Chinese) legacy communications and phone maker and we are not surprised. Read more ›
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The latest image generator from OpenAI is undeniably powerful, and that much is hard to dispute. It interprets prompts with a level of depth that feels closer to collaboration than execution, renders clean and usable text within images, and produces outputs that look less like drafts and more like finished products. But the real shift […] Read more ›
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Facebook was the most popular platform for social media scammers, the FTC reports. Read more ›
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Musk’s lawsuit challenges OpenAI’s evolution under Sam Altman. But during jury selection, several potential jurors voiced negative views of Musk himself. Read more ›
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The friend who plans every gathering isn't controlling — they learned early that initiating is the only reliable defense against the silence that follows when no one else does. Read more ›
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No matter whether for yourself or the camping enthusiast in your life, make sure not to forget these five helpful tools and gadgets on your next trip. Read more ›
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Я побывал на Perm Winter School "26, это такая ежегодная научно‑практическая конференция, объединяющая студентов, ученых и экспертов из финансовой, ИТ и экологической сфер. Она некоммерческая.И если честно на ней я надеялся услышать что‑то вроде того что «ИИ уже почти научился зарабатывать на рынке, осталось чуть‑чуть шлифануть».Но получилось наоборот — если обобщить опыт всех спикеров и дискуссии, которые я услышал, то картина будет довольно неприятной для тех кто до сих пор... Read more ›
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New AI-designed thermoelectric generators reach 9.3% efficiency and could make waste heat easier to harvest. Read more ›
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SpaceX and Blue Origin tell NASA their lunar landers will be ready for Artemis III in late 2027. Read more ›
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I spoke with a doctor at Apple to learn more about the Apple Watch health features that you might not currently be using to support your wellness. Read more ›
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Quest For The Holy Memex: Часть 3 или обзорнаяMundaneum, Memex, Zettelkasten, Catalyst, Palantir, Maltego и все, все, все... Read more ›
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Google is trying out an AI Mode-like search experience for YouTube. The company is now testing "a new way to search on YouTube that feels more like a conversation," with results pulling in things like longform videos, YouTube Shorts, and text about what you're searching for. The "experiment" is now available if you're a YouTube […] Read more ›
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Microsoft and OpenAI had big news this morning but before we dive into that, it's fair to say there’s a lot of excitement among investors (and reporters!) about the upcoming SpaceX IPO. But some people have a refreshingly realistic assessment of the situation. “There’s a trillion ways this can go wrong,” said Ashley MacNeill, co-head of capital markets at investment firm Vista Equity Partners, at The Information’s Financing the AI... Read more ›
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With AI and big tech firms seeking to raise hundreds of billions in equity and debt this year to build data centers, any high-profile misstep could throw the broader AI boom off track. That includes the potential public debuts of SpaceX and possibly AI firms Anthropic and OpenAI. Poor performance from those initial public offerings could dampen broader enthusiasm for AI investment, according to a speaker at The Information’s AI... Read more ›
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Social media was abuzz with people wondering what would happen to the uneaten food from the gala. Read more ›
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VentureBeat
Adversaries injected malicious prompts into legitimate AI tools at more than 90 organizations in 2025, stealing credentials and cryptocurrency. Every one of those compromised tools could read data, and none of them could rewrite a firewall rule.The autonomous SOC agents shipping now can. That escalation, from compromised tools that read data to autonomous agents that rewrite infrastructure, has not been exploited in production at scale yet. But the architectural conditions... Read more ›
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Looking at enterprise AI adoption, VentureBeat has anecdotally observed a fairly wide divergence when it comes to specific roles: For those who build—engineers and developers—the arrival of AI has been transformative, moving through the workflow with the speed of tools like Claude Code and Cursor to automate the heavy lifting of syntax and architecture. Yet, for those who sell, the "revenue stack" has remained a fragmented collection of data silos,... Read more ›
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A security researcher, working with colleagues at Johns Hopkins University, opened a GitHub pull request, typed a malicious instruction into the PR title, and watched Anthropic’s Claude Code Security Review action post its own API key as a comment. The same prompt injection worked on Google’s Gemini CLI Action and GitHub’s Copilot Agent (Microsoft). No external infrastructure required.Aonan Guan, the researcher who discovered the vulnerability, alongside Johns Hopkins colleagues Zhengyu... Read more ›
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Most orchestration frameworks were built for agents that run for seconds or minutes. Now that agents are running for hours — and in some cases days — those frameworks are starting to crack.Several model providers, such as Anthropic with Claude Code and OpenAI with Codex, introduced early support for long-horizon agents through multi-session tasks, subagents and background execution. However, these systems sometimes assume agents are still operating within bounded-time workflows... Read more ›
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It's been only a few months since OpenAI released its last big improvement to AI image generations in ChatGPT and through its application programming interface (API) — namely, a new image generation model known as GPT-Image-1.5, released in December 2025, which brought about improved instruction following, colors, and lighting.Now, after weeks of testing, the company that kicked off the generative AI boom is unveiling a far more dramatic and even... Read more ›
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Decision makers at 72% of organizations claim to have two or more AI platforms that they identify as their "primary" layer, according to a survey of 40 enterprise companies conducted by VentureBeat last month, revealing real gaps in security and control. For enterprise management and technical leaders, and especially security leaders, these multiple AI platforms extend the attack surfaces of most enterprises at a time when AI-driven attacks have become... Read more ›
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One employee at Vercel adopted an AI tool. One employee at that AI vendor got hit with an infostealer. That combination created a walk-in path to Vercel’s production environments through an OAuth grant that nobody had reviewed.Vercel, the cloud platform behind Next.js and its millions of weekly npm downloads, confirmed on Sunday that attackers gained unauthorized access to internal systems. Mandiant was brought in. Law enforcement was notified. Investigations remain... Read more ›
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Google on Monday unveiled the most significant upgrade to its autonomous research agent capabilities since the product's debut, launching two new agents — Deep Research and Deep Research Max — that for the first time allow developers to fuse open web data with proprietary enterprise information through a single API call, produce native charts and infographics inside research reports, and connect to arbitrary third-party data sources through the Model Context... Read more ›
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Enterprise data stacks were built for humans running scheduled queries. As AI agents increasingly act autonomously on behalf of businesses around the clock, that architecture is breaking down — and vendors are racing to rebuild it. Google's answer, announced at Cloud Next on Wednesday, is the Agentic Data Cloud.The architecture has three pillars:Knowledge Catalog. Automates semantic metadata curation, inferring business logic from query logs without manual data steward interventionCross-cloud lakehouse.... Read more ›
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Cirrascale Cloud Services today announced it has expanded its partnership with Google Cloud to deliver the Gemini model on-premises through Google Distributed Cloud, making it the first neocloud provider to offer Google's most advanced AI model as a fully private, disconnected appliance. The announcement, timed to coincide with Google Cloud Next 2026 in Las Vegas, addresses a stubborn problem that has plagued regulated industries since the generative AI boom began:... Read more ›
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27.04.2026 21:45
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