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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 for it are shipping faster than th
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An East Bay apartment complex has been bought at a price that's well below its prior value. Read more âș
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Just in time for spring, Amazon has a huge sale on its best-selling walking and running shoes, and I've rounded up the best deals, including up to 40% off Nike, Hoka, Sketchers, and more. Read more âș
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Accidentally hitting Raise Hand instead of sending an emoji reaction is one of Teams' most common frustrations but Microsoft is finally fixing it. Read more âș
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The machines are getting funded. In March 2026, the world's biggest venture capital dollars flowed into AI infrastructure, autonomous defense systems, and robotics â with the top two rounds alone exceeding $3.8B. From a $2B raise for battlefield AI to a $1.8B bet on autonomous warships, March's largest global funding rounds reveal exactly where the smart money thinks the future is being built. See who made the list. Read more âș
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ĐĐŸĐ»ŃŃОл пОŃŃĐŒĐŸ ĐŸŃ ĐŽĐ”ĐșĐ°ĐœĐ° азДŃбаĐčĐŽĐ¶Đ°ĐœŃĐșĐŸĐłĐŸ ŃĐœĐžĐČĐ”ŃŃĐžŃĐ”Ńа ADA University ĐČ ĐаĐșŃ Ń ĐżŃĐŸŃŃĐ±ĐŸĐč ŃаŃĐżĐŸŃŃŃĐ°ĐœĐžŃŃ ĐžĐœŃĐŸŃĐŒĐ°ŃĐžŃ, ŃŃĐŸ ĐŸĐœĐž ĐœĐ°ĐœĐžĐŒĐ°ŃŃ Đ±ĐŸĐ»ŃŃĐŸĐ” ĐșĐŸĐ»ĐžŃĐ”ŃŃĐČĐŸ ĐżŃĐ”ĐżĐŸĐŽĐ°ĐČаŃДлДĐč. ĐĐ”ĐșĐ°Đœ ĐșŃŃаŃĐž Оз Đ ĐŸŃŃОО, ŃŃĐŸĐ¶Đ”ĐœĐ”Ń ĐагДŃŃĐ°ĐœĐ°. Đ ŃĐœĐžĐČĐ”ŃŃĐžŃĐ”ŃĐ” Ń ĐœĐžŃ ĐČĐžŃŃŃ ĐżĐŸŃŃŃĐ”ŃŃ ĐșаĐș Đ·Đ°ĐżĐ°ĐŽĐœŃŃ ĐŽĐ”ŃŃДлДĐč, ŃаĐș Đž ŃĐŸŃŃĐžĐčŃĐșĐžŃ - Đ§Đ”Ń ĐŸĐČа, ĐĐ”ĐœĐŽĐ”Đ»Đ”Đ”ĐČа ĐžŃĐŽ. ĐĐœĐŸĐłĐžĐ” Оз ĐżŃĐ”ĐżĐŸĐŽĐ°ĐČаŃДлДĐč - азДŃбаĐčĐŽĐ¶Đ°ĐœŃŃ, ĐșĐŸŃĐŸŃŃĐ” ДзЎОлО ŃŃĐžŃŃŃŃ ĐČ ĐĄĐšĐ Đž ĐČĐ”ŃĐœŃлОŃŃ ĐżĐŸĐŽĐœĐžĐŒĐ°ŃŃ ŃĐŸĐŽĐžĐœŃ. ĐĐŸ Đ”ŃŃŃ Đž ĐŒĐœĐŸĐłĐŸ ĐžĐœĐŸŃŃŃĐ°ĐœŃĐ”ĐČ. ĐĐ· ŃŃŃĐŽĐ”ĐœŃĐŸĐČ ĐżŃĐŸŃĐ”ĐœŃĐŸĐČ 70% ĐČлаЎДŃŃ ŃŃŃŃĐșĐžĐŒ, ĐœĐŸ 30% ĐœĐ”... Read more âș
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ЀОзОŃĐ”ŃĐșĐ°Ń Đ±Đ°Đ·Đ° ĐżŃĐŸŃŃŃĐŒ ŃĐ·ŃĐșĐŸĐŒ Đž Đ±Đ”Đ·Â ĐœĐ”ĐčŃĐŸĐœĐŸĐș ĐŸÂ ŃĐŸĐŒ, ŃŃĐŸÂ ŃаĐșĐŸĐ” ĐČĐŸĐ»ĐœĐŸĐČĐŸĐ” ŃĐŸĐżŃĐŸŃĐžĐČĐ»Đ”ĐœĐžĐ” ĐșабДлŃ, ŃŃĐŸĐ±Ń ĐœĐ°ĐșĐŸĐœĐ”Ń ŃŃĐ°Đ»ĐŸ ĐžĐœŃŃĐžŃĐžĐČĐœĐŸ ĐżŃДЎДлŃĐœĐŸ. ĐŃĐșŃЎа ĐŸĐœĐŸ ĐČĐ·ŃĐ»ĐŸŃŃ, гЎД ŃĐ°ĐŒ ŃДзОŃŃĐŸŃ? ĐĄĐŸĐżŃĐŸŃĐžĐČĐ»Đ”ĐœĐžĐ” ĐŒĐ”ĐŽĐž ŃŃĐŸâлО? ĐĐŸĐ·ŃĐŒŃĐŒ ĐșĐŸĐ°ĐșŃОалŃĐœŃĐč ĐșабДлŃ, ŃĐČĐžĐŽĐžĐŒ ĐżŃĐŸĐČĐŸĐŽ ĐČ ŃĐ”ĐœŃŃĐ” Đž ŃŃŃбŃâĐżŃĐŸĐČĐŸĐŽ ĐČĐŸĐșŃŃĐł пДŃĐČĐŸĐłĐŸ. ĐŃŃалŃĐœĐŸĐ”Â â ĐžĐ·ĐŸĐ»ŃŃĐžŃ, заŃĐžŃа Đž ŃĐŸĐŒŃ ĐżĐŸĐŽĐŸĐ±ĐœĐŸĐ”. Đ„ĐŸŃŃ ĐžĐ·ĐŸĐ»ŃŃĐžŃ Đž ĐČĐœĐŸŃĐžŃ ĐœĐ”ĐžĐ»Đ»ŃĐ·ĐŸŃĐœŃŃ ĐŽĐŸĐ»Ń ĐČ паŃĐ°ĐŒĐ”ŃŃŃ, ĐŽĐ»ŃÂ ĐżĐŸĐœĐžĐŒĐ°ĐœĐžŃ ĐżŃĐžĐœŃОпа ĐșĐŸĐœĐșŃĐ”ŃĐœŃĐč ĐČОЎ ĐžĐ·ĐŸĐ»ŃŃОО ĐœĐ”Â ĐČĐ°Đ¶Đ”Đœ. ĐĐŸŃĐžŃаŃŃ ĐżŃĐŸ ŃлДĐșŃŃĐŸĐœŃĐžĐșĐž Read more âș
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Đ 09:00 ĐżĐŸ ĐĐŸŃĐșĐČĐ” ĐșŃĐŸ-ŃĐŸ ĐČ ĐșĐŸĐŒĐ°ĐœĐŽĐ” ŃжД заĐșŃŃĐČĐ°Đ”Ń ĐżĐ”ŃĐČŃŃ Đ·Đ°ĐŽĐ°ŃŃ, а ĐșŃĐŸ-ŃĐŸ ŃĐŸĐ»ŃĐșĐŸ ĐČŃ ĐŸĐŽĐžŃ ĐČ ŃĐ°Đ±ĐŸŃĐžĐč ŃĐžŃĐŒ. Đ ĐžĐœŃŃаŃŃŃŃĐșŃŃŃĐœŃŃ ĐżŃĐŸĐ”ĐșŃĐ°Ń ŃŃĐŸ Đ»ĐžĐ±ĐŸ ĐżŃĐ”ĐČŃаŃаДŃŃŃ ĐČ Đ±Đ”ŃĐșĐŸĐœĐ”ŃĐœŃĐ” «ŃĐŸĐ·ĐČĐŸĐœŃ ŃаЎО ŃĐŸĐ·ĐČĐŸĐœĐŸĐČ», Đ»ĐžĐ±ĐŸ ĐŽĐ°Đ”Ń ŃДалŃĐœĐŸĐ” ĐżŃĐ”ĐžĐŒŃŃĐ”ŃŃĐČĐŸ ĐżĐŸ ŃĐșĐŸŃĐŸŃŃĐž Đž ĐșаŃĐ”ŃŃĐČŃ. ĐĐ”ĐœŃ Đ·ĐŸĐČŃŃ ĐĐžŃалОĐč ĐĐŸĐżĐŸĐČ, ĐČ Â«ĐĄĐŸŃŃлаĐčĐœ Đ Đ”ŃĐ”ĐœĐžŃ» Ń ĐŸŃĐČĐ”ŃĐ°Ń Đ·Đ° ŃДалОзаŃĐžŃ ĐžĐœŃŃаŃŃŃŃĐșŃŃŃĐœŃŃ ĐżŃĐŸĐ”ĐșŃĐŸĐČ. Đ ĐŒŃ ĐżĐŸŃлО ĐżĐŸ ĐČŃĐŸŃĐŸĐŒŃ ĐżŃŃĐž â Đž ŃŃĐŸ ĐœĐ” ĐżŃĐŸ гДŃĐŸĐžĐ·ĐŒ, а ĐżŃĐŸ ĐžĐœĐ¶Đ”ĐœĐ”ŃĐœŃŃ ĐœĐ°ŃŃŃĐŸĐčĐșŃ ĐżŃĐŸŃĐ”ŃŃа Đž ĐœĐŸŃĐŒĐ°Đ»ŃĐœŃĐ” ŃĐ”Đ»ĐŸĐČĐ”ŃĐ”ŃĐșОД... Read more âș
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After weeks of teasers, the Oppo Find X9 Ultra is now official. Oppo unveiled its latest cameraphone flagship in China, and promised to roll it to select global markets. The star of the show is obviously the Hasselblad quad-rear camera setup, so letâs start with that. The Find X9 Ultra comes with a 200MP Sony LYT-901 main rear camera with a 1/1.12-inch sensor size, f/1.5 aperture, and OIS. It gets... Read more âș
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РазĐČĐžŃОД ŃĐžŃŃĐŸĐČŃŃ ŃĐ”ŃĐČĐžŃĐŸĐČ, ĐŸĐ±Đ»Đ°ŃĐœŃŃ ĐżĐ»Đ°ŃŃĐŸŃĐŒ, ŃаŃĐżŃДЎДлŃĐœĐœŃŃ ĐșĐŸŃĐżĐŸŃаŃĐžĐČĐœŃŃ ŃĐžŃŃĐ”ĐŒ Đž API-ĐžĐœŃŃаŃŃŃŃĐșŃŃŃŃ ĐżŃĐžĐČĐŸĐŽĐžŃ Đș ŃŃŃĐ”ŃŃĐČĐ”ĐœĐœĐŸĐŒŃ ŃŃĐ»ĐŸĐ¶ĐœĐ”ĐœĐžŃ Đ·Đ°ĐŽĐ°Ń ĐŸĐ±Đ”ŃпДŃĐ”ĐœĐžŃ ĐžĐœŃĐŸŃĐŒĐ°ŃĐžĐŸĐœĐœĐŸĐč Đ±Đ”Đ·ĐŸĐżĐ°ŃĐœĐŸŃŃĐž. Đ ŃĐŸĐČŃĐ”ĐŒĐ”ĐœĐœŃŃ ŃŃĐ»ĐŸĐČĐžŃŃ Đ·Đ°ŃĐžŃа ĐžĐœŃĐŸŃĐŒĐ°ŃОО ŃжД ĐœĐ” ĐŒĐŸĐ¶Đ”Ń ĐŸĐłŃĐ°ĐœĐžŃĐžĐČаŃŃŃŃ ŃĐŸĐ»ŃĐșĐŸ пДŃĐžĐŒĐ”ŃŃĐŸĐČŃĐŒĐž ŃŃДЎŃŃĐČĐ°ĐŒĐž, ŃаĐșĐžĐŒĐž ĐșаĐș ĐŒĐ”Đ¶ŃĐ”ŃĐ”ĐČŃĐ” ŃĐșŃĐ°ĐœŃ Đž ŃĐžŃŃĐ”ĐŒŃ ŃОлŃŃŃаŃОО ŃŃаŃĐžĐșа. ĐĄŃŃĐ”ŃŃĐČĐ”ĐœĐœĐŸĐ” Đ·ĐœĐ°ŃĐ”ĐœĐžĐ” ĐżŃĐžĐŸĐ±ŃĐ”ŃаŃŃ ĐŒĐ”Ń Đ°ĐœĐžĐ·ĐŒŃ ĐžĐŽĐ”ĐœŃĐžŃĐžĐșаŃОО ŃŃбŃĐ”ĐșŃĐŸĐČ ĐŽĐŸŃŃŃпа, ŃĐ”ĐœŃŃĐ°Đ»ĐžĐ·ĐŸĐČĐ°ĐœĐœĐŸĐłĐŸ ŃĐżŃаĐČĐ»Đ”ĐœĐžŃ ĐżŃаĐČĐ°ĐŒĐž, а ŃаĐșжД ĐŒĐŸĐœĐžŃĐŸŃĐžĐœĐłĐ° Đž аŃĐŽĐžŃа ĐŽĐ”ĐčŃŃĐČĐžĐč ĐżĐŸĐ»ŃĐ·ĐŸĐČаŃДл Read more âș
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Microsoft today launched MAI-Image-2-Efficient, a lower-cost, higher-speed variant of its flagship text-to-image model that the company says delivers production-ready quality at nearly half the price. The release, available immediately in Microsoft Foundry and MAI Playground with no waitlist, marks the fastest turnaround yet from Microsoft's in-house AI superintelligence team â and the clearest signal that Redmond is serious about building a self-sufficient AI stack that doesn't depend on OpenAI.The new... Read more âș
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A viral post on X from veteran programmer and former Google engineer Steve Yegge set off a rhetorical firestorm this week, drawing sharp public rebuttals from some of Googleâs most prominent AI leaders and reopening a sensitive question for the company: how deeply are its own engineers really using the latest generation of AI coding tools? The debate began after Yegge summarized what he said was the view of his... Read more âș
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Anthropic announced a new platform last week, Claude Managed Agents, aiming to cut out the more complex parts of AI agent deployment for enterprises and competes with existing orchestration frameworks.Claude Managed Agents is also an architectural shift: enterprises, already burdened with orchestrating an increasing number of agents, can now choose to embed the orchestration logic in the AI model layer. While this comes with some potential advantages, such as speed... Read more âș
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For decades, procurement has been the back office that enterprise software forgot. Billions of dollars flow through vendor negotiations, purchase orders, and supplier communications every year at the largest manufacturers and construction companies in the country â and the vast majority of that work still runs on email threads, spreadsheets, and phone calls.Traza, a newly launched startup headquartered in New York, believes the moment has arrived to change that. The... Read more âș
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Adobe today launched its most ambitious AI offensive to date, unveiling the Firefly AI Assistant â a new agentic creative tool that can orchestrate complex, multi-step workflows across the company's entire Creative Cloud suite from a single conversational interface â alongside a raft of new video, image, and collaboration features designed to position the company at the center of the rapidly evolving AI-powered content creation landscape.The announcements, which also include... Read more âș
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AI agents can connect together, but they cannot think together. Thatâs a huge difference and a bottleneck for next-gen systems, says Outshift by Ciscoâs SVP and GM Vijoy Pandey.As he describes the current state of AI: Agents can be stitched together in a workflow or plug into a supervisor model â but there's no semantic alignment, no shared context. Theyâre essentially working from scratch each go-around. This calls for next-level... Read more âș
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The transition from AI as a chatbot to AI as a workforce is no longer a theoretical projection; it has become the primary design philosophy for the modern developer's toolkit. On April 14, 2026, Anthropic signaled this shift with a dual release: a complete redesign of the Claude Code desktop app (for Mac and Windows) and the launch of "Routines" in research preview. These updates suggest that for the modern... Read more âș
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Creating self-improving AI systems is an important step toward deploying agents in dynamic environments, especially in enterprise production environments, where tasks are not always predictable, nor consistent. Current self-improving AI systems face severe limitations because they rely on fixed, handcrafted improvement mechanisms that only work under strict conditions such as software engineering.To overcome this practical challenge, researchers at Meta and several universities introduced âhyperagents,â a s Read more âș
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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... Read more âș
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Microsoft assigned CVE-2026-21520, a CVSS 7.5 indirect prompt injection vulnerability, to Copilot Studio. Capsule Security discovered the flaw, coordinated disclosure with Microsoft, and the patch was deployed on January 15. Public disclosure went live on Wednesday.That CVE matters less for what it fixes and more for what it signals. Capsuleâs research calls Microsoftâs decision to assign a CVE to a prompt injection vulnerability in an agentic platform âhighly unusual.â Microsoft... Read more âș
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21.04.2026 11:53
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