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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 even when they run for extend
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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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Firms like Bank of America, Citi, Wells Fargo, and others are reporting strong profits while reducing head count and automating more work. "All of them credited A.I. to some degree ... in areas ranging from the so-called back office, where tens of thousands of employees fill out paperwork to comply with various laws and regulations, to the front office, where seven-figure salaried professionals put together complicated financial transactions for corporate... Read more ›
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'Happy Death Day' star Jessica Rothe adds another mind-bending horror role to her resume. Read more ›
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Concerns had been raised about the durability of Orion's heat shield after Artemis 1. Read more ›
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Apple recently cracked down on Cal AI, an app owned by MyFitnessPal that tried to skirt Apple's in-app purchase rules. Apple told TechCrunch that it briefly pulled the calorie-counting app last week for violating purchasing guidelines and using a deceptive billing design. When the app was pulled last week, there was speculation that it was removed for implementing web-based payments, something that is now allowed in the U.S. Apple said... Read more ›
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When online platforms violate their own privacy policies to sell your photos, have no fear: They just might have to pay an undisclosed settlement fee 12 years later. (Who says justice is dead?) According to Reuters, AI company Clarifai says it has deleted 3 million profile photos taken from dating site OkCupid in 2014. It follows a settlement reached last month between the FTC and Match Group, OkCupid's owner.The Delaware-based... Read more ›
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Cantor Fitzgerald analysts said the market is treating recent trading slumps as old news, shifting focus instead toward prediction markets and new product launches to drive the next leg of growth for Coinbase and Robinhood. Read more ›
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These days, you don't have to look too far to find a motorcycle with 200 HP. However, this brand made history when it created the first one this powerful. Read more ›
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Первые великие оптимизаторы появились уже на таком низком уровне, как железо. По факту, задача выжимки ресурсов в программировании есть на любом уровне. В этой статье мы разберем оптимизации на уровне CPU такие как NUMA, prefetch, TLB и alignment.Статья получится немного неоднородной и больше про “высокие материи”, что в принципе намекает на то, что разбор “железной” составляющей скоро подойдет к концу!ВводнаяКак мы рассматривали некогда ранее обращение на RAM – это достаточно... Read more ›
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Два года назад для написания веб-приложения нужно было знать язык программирования, фреймворк, базу данных, уметь деплоить и дебажить. Сегодня достаточно уметь сформулировать задачу. ИИ радикально снизил порог входа в разработку — и это прекрасно.Но у революции есть обратная сторона: прямой подход «задача → код → результат» порождает архитектурные проблемы, уязвимости и технический долг, которые незаметны, пока не становится слишком поздно.Разбираем, почему так происходит и как разрабатывать с ИИ эффективно Read more ›
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Meta is facing a new lawsuit over its advertising practices. The nonprofit group Consumer Federation of America (CFA) has filed a proposed class-action suit against Meta for "failing to protect users" from scam ads on Facebook and Instagram. The lawsuit, which was first reported by Wired, alleges that Meta has run afoul of consumer protection laws in Washington D.C. for misleading Facebook and Instagram users about scams on its apps... Read more ›
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RT-11 — это операционная система из 1970-х годов для популярного в то время мини-компьютера PDP-11 фирмы DEC. В СССР известна под именами Электроника 60, ДВК, БК 0011М. Для тех, кто любит изучать чужой код в поисках инженерной эстетики — дальнейшее изложение. Читать далее Read more ›
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The company is building six AI data centers, leased to CoreWeave for 12 years, and is expected to generate approximately $10 billion in revenue. Read more ›
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Three top shipping companies said they plan to file for tariff refunds through the US Customs portal and repay customers for any applicable tariffs. Read more ›
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Though they orbit the same planet, Uranus' outer rings have two very different origin stories. Read more ›
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AI enhances marketing efforts, says Adobe Enterprise's Rachel Thornton, citing Ulta's approach to personalizing customer journeys with AI insights. Read more ›
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This is a 3D sublimation print heat press made for smartphone cases (and other small objects), and it probably does not work the way you expect it might. Read more ›
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VentureBeat
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 — 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 ›
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Adobe today launched its most ambitious AI offensive to date, unveiling the Firefly AI Assistant — 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 — 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 ›
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AI agents can connect together, but they cannot think together. That’s a huge difference and a bottleneck for next-gen systems, says Outshift by Cisco’s 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 — but there's no semantic alignment, no shared context. They’re essentially working from scratch each go-around. This calls for next-level... Read more ›
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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 ›
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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 “hyperagents,” a s Read more ›
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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 ›
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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. Capsule’s research calls Microsoft’s decision to assign a CVE to a prompt injection vulnerability in an agentic platform “highly unusual.” Microsoft... Read more ›
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Presented by Retool The logic used to be: buying software is cheaper, faster, and safer for most use cases. Building was reserved for companies with large engineering teams, deep pockets, and problems so specific that no vendor could address them. But now, the cost to code a piece of software has dropped to zero. Anyone can build their own software now, but enterprise and governance models have yet to catch... Read more ›
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Anthropic is publicly releasing its most powerful large language model yet, Claude Opus 4.7, today — as it continues to keep an even more powerful successor, Mythos, restricted to a small number of external enterprise partners for cybersecurity testing and patching vulnerabilities in the software said enterprises use (which Mythos exposed rapidly).The big headlines are that Opus 4.7 exceeds its most direct rivals — OpenAI's GPT-5.4, released in early March... Read more ›
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Confirming it has reached 3 million weekly developers, OpenAI is massively updating its Codex developer environment via its Mac and Windows desktop apps today to bring it closer to the “Super App” the company has confirmed it is pursuing.Before today, Codex was primarily an environment for using OpenAI’s underlying language models to write, edit, debug and ship software as directed by the user. Now, Codex will be able to access... Read more ›
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21.04.2026 16:19
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