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RAG architectures are good at one thing: surfacing semantically relevant documents. That's also where they stop.A framework called a decision context graph addresses that gap by giving agents structured memory, time-aware reasoning, and explicit decision logic. Rippletide, a startup in the Neo4j ecosystem, has built one. The key capability: agents that are non-regressive, able to freeze validated sequences of actions and compound on them over time.âThe key point you want is non-regressivity: How do you make
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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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A PG&E Corp. unit has bought a San Jose building in a move to bolster the utility's South Bay operations. Read more âș
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ZDNet reports on June's Open Source Summit India 2026 in Mumbai, where Linux stable kernel maintainer Greg Kroah-Hartman gave a talk titled "Rust and Linux: How the Rust Language is Going to Help Linux Succeed." Kroah-Hartman said in his keynote that "the [Linux] kernel is moving toward Rust. Git is moving toward Rust. Lots of projects are starting to move toward Rust." He didn't always feel that way. Kroah-Hartman added,... Read more âș
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ĐŃĐŸ ĐŸŃĐ”ŃĐ”ĐŽĐœĐŸĐ” ĐżŃĐŸĐŽĐŸĐ»Đ¶Đ”ĐœĐžĐ” ŃŃĐ°ŃŃĐž «ĐĐ°ŃĐ”ŃĐžĐ°Đ»Ń ĐżĐŸ Ń Đ°ĐșĐžĐœĐłŃ ĐœĐ° ŃŃŃŃĐșĐŸĐŒÂ».ĐĐ°ĐżĐŸĐŒĐœŃ: Ń ĐżĐ”ŃĐ”ĐČĐŸĐ¶Ń ŃĐŸĐżĐŸĐČŃĐ” ĐșĐœĐžĐłĐž ĐżĐŸ ĐžĐœŃĐŸŃĐŒĐ°ŃĐžĐŸĐœĐœĐŸĐč Đ±Đ”Đ·ĐŸĐżĐ°ŃĐœĐŸŃŃĐž Đž ĐČŃĐșлаЎŃĐČĐ°Ń ĐžŃ ĐœĐ° ŃĐ°ĐčŃĐ” Đ±ĐžĐ±Đ»ĐžĐŸŃĐ”ĐșĐž. ĐĐŸĐŽ ĐșĐ°ŃĐŸĐŒ â ŃпОŃĐŸĐș ĐœĐŸĐČŃŃ ĐșĐœĐžĐł. ЧОŃĐ°ŃŃ ĐŽĐ°Đ»Đ”Đ” Read more âș
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Ananya Joshi, a scientist, moved from the US to Germany after her H-1B plans fell through. Her boyfriend is still living in America. Read more âș
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Infiltrating one organisation in the network can open up access to hundreds more Read more âș
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Big Tech-backed financing has cut borrowing costs but deepened industryâs AI exposure Read more âș
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Governments look at banning ransom payments as organisations face increasingly sophisticated threats Read more âș
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The Chinese AI startup said it saw massive demand over the last two days and had to pause new subscriptions to reduce strain on its GPUs. Read more âș
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Criminal groups are building deepfake personas on an industrial scale to trick people into divulging information Read more âș
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Use of AI deepfake employees to infiltrate companies highlights wider risk of internal security breaches Read more âș
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Mold is the bane of many a resident, and it's especially common in dark, damp garages. Here's how to remove mold and keep it from returning. Read more âș
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Đ Đ°ŃŃĐșĐ°Đ·ŃĐČĐ°Ń ĐżĐŸŃĐ”ĐŒŃ Đž ĐżĐŸĐșĐ°Đ·ŃĐČĐ°Ń 3 ŃĐžĐłĐœĐ°Đ»Đ°, ĐżĐŸ ĐșĐŸŃĐŸŃŃĐŒ ĐČĐžĐŽĐœĐŸ, ŃŃĐŸ ĐŒĐ”ĐŽĐžĐčĐœĐ°Ń ŃĐ”ĐșĐ»Đ°ĐŒĐ° ĐœĐ°Ńала ŃĐ°Đ±ĐŸŃĐ°ŃŃ.ĐŃŃŃ ĐŸŃОбĐșĐ°, ĐșĐŸŃĐŸŃŃŃ ŃĐ°ŃŃĐŸ ĐœĐ°Đ±Đ»ŃĐŽĐ°Ń:â Đ·Đ°ĐżŃŃŃОлО ĐșĐ°ĐŒĐżĐ°ĐœĐžŃâ ĐżŃĐŸŃла ĐœĐ”ĐŽĐ”Đ»Ńâ Đ»ĐžĐŽĐŸĐČ ŃДзĐșĐŸ Đ±ĐŸĐ»ŃŃĐ” ĐœĐ” ŃŃĐ°Đ»ĐŸĐŃĐČĐŸĐŽ: «ĐŃ ĐČŃĐ”, ĐŒĐ”ĐŽĐžĐčĐșĐ° ĐœĐ” ŃĐ°Đ±ĐŸŃаДѻ.ĐŃĐŸĐ±Đ»Đ”ĐŒĐ° ĐČ ŃĐŸĐŒ, ŃŃĐŸ ĐŸŃ ĐČĐ°ŃĐœŃĐ” ĐșĐ°ĐŒĐżĐ°ĐœĐžĐž ŃĐ°ŃŃĐŸ ĐżŃŃĐ°ŃŃŃŃ ĐŸŃĐ”ĐœĐžĐČĐ°ŃŃ ĐșĐ°Đș performance-ĐșĐ°ĐœĐ°Đ».ĐŃĐŽŃĐŸ ŃĐ”Đ»ĐŸĐČĐ”Đș ŃĐČОЎДл Đ±Đ°ĐœĐœĐ”Ń, ŃŃĐ°Đ·Ń ĐČŃĐ” ĐżĐŸĐœŃĐ», ŃŃĐ°Đ·Ń ĐżĐŸĐČĐ”ŃОл бŃĐ”ĐœĐŽŃ, ŃŃĐ°ĐČĐœĐžĐ» ĐČĐ°ŃĐžĐ°ĐœŃŃ, ŃĐŸĐłĐ»Đ°ŃĐŸĐČĐ°Đ» бŃĐŽĐ¶Đ”Ń Đž ĐŸŃŃĐ°ĐČОл Đ·Đ°ŃĐČĐșŃ.ĐДлаŃДлŃĐœĐŸ, ŃŃĐŸĐ±Ń ĐșĐ»ĐžĐ”ĐœŃ ĐżŃĐŸŃДл ĐČĐ”ŃŃ ĐżŃŃŃ ĐČ ŃĐŸŃ Đ¶Đ” ĐŽĐ”ĐœŃ: ĐžĐœŃĐ”ŃĐ”Ń â ŃŃĐ°ĐČĐœ Read more âș
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Đ ĐżŃĐŸŃĐ»ĐŸĐč ŃŃĐ°ŃŃĐ” Ń ŃĐ°Đ·ĐŸĐ±ŃĐ°Đ» Fire & Forget II â ĐłĐŸĐœĐșŃ 1990 ĐłĐŸĐŽĐ° â Đž пДŃĐ”ŃĐŸĐ±ŃĐ°Đ» Đ”Ń ĐœĐ° C. ĐĐŸ Ń ĐžĐłŃŃ, ĐșŃĐŸĐŒĐ” пОĐșŃДлДĐč, Đ”ŃŃŃ Đ·ĐČŃĐș, Đž Ń ĐœĐžĐŒ ĐżĐŸĐ»ŃŃОлаŃŃ ĐŸŃЎДлŃĐœĐ°Ń ĐžŃŃĐŸŃĐžŃ: Đ·ĐČŃĐșĐŸĐČĐŸĐč ĐŽŃĐ°ĐčĐČĐ”Ń ŃĐŸĐ¶Đ” пДŃĐ”Đ”Ń Đ°Đ» ĐČ ĐżĐŸŃŃ ŃДлОĐșĐŸĐŒ, ĐČĐŒĐ”ŃŃĐ” ŃĐŸ ĐČŃĐ”ĐŒĐž ŃĐČĐŸĐžĐŒĐž ĐŽĐ°ĐœĐœŃĐŒĐž. Đ ĐșĐŸĐłĐŽĐ° ĐČ ŃŃĐșĐ°Ń Đ¶ĐžĐČĐŸĐč ĐŒŃĐ·ŃĐșĐ°Đ»ŃĐœŃĐč ĐŽĐČĐžĐ¶ĐŸĐș 1990 ĐłĐŸĐŽĐ° â ĐłŃĐ”Ń ĐœĐ” Đ·Đ°ŃŃĐ°ĐČĐžŃŃ Đ”ĐłĐŸ ĐŸĐ±ŃŃŃĐœĐžŃŃ, ĐșĐ°Đș ĐČĐŸĐŸĐ±ŃĐ” Đ·ĐČŃŃала ŃĐ° ŃĐżĐŸŃ Đ°.ĐĐŸĐŽ ĐșĐ°ŃĐŸĐŒ â 28 ĐŒĐžĐœŃŃ ŃĐ°ŃĐœĐŽŃŃĐ”ĐșĐ° ОгŃŃ... Read more âș
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"The Vampire Lestat" star Sam Reid on talks about the importance of witches burning and poor Nicki in the season finale. Read more âș
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What's coming next in "The Vampire Lestat" Season 2. Sam Reid discusses move to "Queen of the Damned" and later Anne Rice novels. Read more âș
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Sam Reid reveals the major obstacles of "The Vampire Lestat: One Night Only â LIVE." Plus, when you can see the Lestat live show! Read more âș
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VentureBeat
Presented by Kasm TechnologiesEnterprise infrastructure teams have spent the better part of a decade pushing workloads into Kubernetes. Applications, APIs, batch jobs, data pipelines â if it runs in a container, it belongs in the cluster. The operational benefits are well-established: declarative configuration, horizontal scaling, self-healing, native integration with CI/CD pipelines and observability tooling. Kubernetes has become the default operating model for production workloads.Except for desktops.Sec Read more âș
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Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants, they unknowingly grant cybercriminals access to their software from day one. Understanding what slopsquatting isSlopsquatting is a new type of supply chain attack that uses large language model (LLM) hallucinations to inject malicious code into development workflows. The term combines "AI slop" and "typosquatting," a deceptive practice where attackers register Read more âș
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Model routing is becoming a key component of the enterprise AI stack, dynamically sending prompts to the right AI model to optimize speed and costs. However, current frameworks mostly treat routing as a static classification problem, which severely limits their potential.A new open-source framework called Agent-as-a-Router tackles this bottleneck, treating the router as a dynamic, memory-building agent. It uses a Context-Action-Feedback (C-A-F) loop to track model successes and failures and... Read more âș
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Canva on Tuesday launched Canva Code 2.0, a major upgrade to its AI-powered coding tool that lets users build interactive websites, apps, and experiences using plain-language prompts â and then edit the results as easily as tweaking a Canva presentation. The feature is now available to all of the company's more than 265 million monthly users across every pricing tier, including free accounts.The move is Canva's most aggressive push yet... Read more âș
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1Password on Tuesday launched AI Spend and Consumption Management, a new capability embedded in its SaaS Manager platform that gives IT and finance teams a unified, real-time view of how their organizations consume and spend on AI services from vendors including Anthropic, Cursor, and OpenAI.The move marks the latest strategic expansion for a company that built its reputation on password management for consumers and, over the past three years, has... Read more âș
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Organizations need to transform to meet the needs of agentic AI.Meta VP of Engineering Barak Yagour opened his talk at VB Transform 2026 wearing a pair of Ray-Ban Meta AI glasses, a small sign of how far AI has already worked its way into physical life. His argument went further: enterprise infrastructure was built for humans, not for agents, and it's starting to show.Yagour, who leads its data infrastructure organization,... Read more âș
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Hundreds of enterprise leaders and technical experts packed the main ballroom of the luxurious Hotel Nia in Menlo Park this week for VB Transform 2026, the year's preeminent conference on using generative AI agents to drive business outcomes. Rachad Alao, vice president of product engineering at the rising Canadian enterprise AI startup Cohere, joined VentureBeat CEO and editor-in-chief Matt Marshall for a fireside chat about building agentic systems without surrendering... Read more âș
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The enterprise AI industry has a math problem. Cisco data shows 85% of enterprises are piloting AI agents, but only 5% have shipped them to production. At VB Transform 2026 on Tuesday, Bryan Silverthorn, Director of AGI Autonomy at Amazon, explained why that gap persists â and why the answer isn't better benchmarks.Silverthorn, who joined Amazon through its acquisition of Adept AI and now leads multimodal agent training inside the... Read more âș
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Enterprises looking to move more of their agentic AI workloads to open weights models they can customize, control and run on-premises or in virtual private clouds have a strong new contender to consider.Today, Thinking Machinesâthe highly capitalized American AI startup founded by former OpenAI CTO Mira Muratiâreleased Inkling, its first major language model under an enterprise-friendly Apache 2.0 open source license, and it boasts high, if sub state-of-the-art, performance for... Read more âș
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Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms â Anthropicâs Claude leads by a wide margin â 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 âagentsâ 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 âș
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20.07.2026 00:46
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