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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.“The key point you want is non-regressivity: How do you make
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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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Co-Founder Connect lands in Toronto on May 28 to help engineer the perfect founder pairings. Read more ›
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On Monday morning, a judge overseeing the New York state case on the killing of the UnitedHealthcare CEO ruled that some evidence collected by police could not be shown to a jury. It wasn't the only news coming out of the hearing. Outside the courthouse, Molly Crane-Newman, a New York Daily News reporter, captured on […] Read more ›
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The Marines launched a drone from a moving helicopter and practiced passing off control to an helicopter to fly it on to its target. Read more ›
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New research suggests that it might take four times the current recommended level of exercise to significantly lower your odds of cardiovascular disease. Read more ›
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From a $400 million ballroom to a proposed 250-foot arch, these are all the changes Trump has made to Washington, DC, during his second term. Read more ›
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Apple's iPhone 19 Pro and iPhone 19 Pro Max prototypes are currently undergoing testing with quad-curved screens, according to a new rumor from the prolific Chinese leaker who goes by Digital Chat Station on Weibo. We have heard back in April that Apple's 2027 Pro series would employ such panels, which is a bit ironic seeing as how quad-curved screens used to be all the rage with Chinese Android smartphone... Read more ›
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Это третья и финальная часть истории. По исходному плану их должно было быть две, потом я честно обещал уложиться в три после второй, и вот мы здесь. Будем считать это уроком: при оценке объёма любого личного проекта смело умножайте свою оценку на полтора, как учит классика. Спасибо тем, кто дочитал до этого момента, и отдельное уважение тем, кто пришёл сюда с первой части без перерывов.Если совсем коротко напомнить, где мы... Read more ›
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Spotify will soon let Premium subscribers pay a little extra to remix their favorite tracks with new AI tools. Read more ›
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У меня есть книга, которая называется Game++ и несколько статей, где я разбирал какие паттерны применяются в играх и движках. В книге почти сто страниц отведено про эти самые паттерны и подробно рассказано какие они бывают, как выглядят в C++, где у них подводные камни и как их применять. Т.е. ровно те мелочи реализации, которые обычно интересно перечитать, когда вы в очередной раз решаете делать фабрику отдельным классом или попробовать... Read more ›
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Its name might be dull and uninspired, but the Philips 24B2D5300 Business Monitor brings a novel feature I've never seen on a display before: screens on either side. The design will primarily benefit people who are constantly angling their computer screen so those on both sides of a desk can see it, like a car […] Read more ›
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The monitor just dropped to its lowest price ever, offering a gaming setup with QHD resolution and a 180Hz refresh rate. Read more ›
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China's prototype orbital solar plant can now beam 143 watts of power to a drone cruising in mid-flight. Read more ›
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I realized I praised my children to friends and coworkers more often than I praised them directly — and it hurt them. Read more ›
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Don't be fooled by all those ultra-cheap business laptop deals in Amazon's sale - these are the ones to look for. Read more ›
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Save $174 off the retail price and don’t miss this chance to grab advanced 8K video capabilities. Read more ›
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VentureBeat
Anthony Grieco, Cisco’s SVP and chief security and trust officer, did not hesitate when VentureBeat asked whether rogue agent incidents are reaching Cisco’s customer base."A hundred percent. We see them regularly," Grieco told VentureBeat in an exclusive interview at RSAC 2026. "I've heard some that I can't repeat, but they do get to the places of, you know, agents are doing things that they think are the right things to... Read more ›
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Cerebras Systems, the Silicon Valley chipmaker that built the world's largest commercial AI processor, erupted onto the Nasdaq on Wednesday, opening at $350 per share — nearly double its $185 IPO price — and rocketing past a $100 billion market capitalization in its first hours of trading. The debut instantly crowned Cerebras as one of the most valuable semiconductor companies on Earth and validated a decade-long bet that the AI... Read more ›
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Observability startup Raindrop AI’s new open source, MIT Licensed "Workshop" tool, launched today, gives developers something that they've likely wanted, perhaps subconsciously, since the agentic AI era kicked off in earnest last year: a local debugger and evaluation tool specifically designed for AI agents, allowing devs to see all the traces of what their agent has been doing in a single, lightweight Structured Query Language (SQL) database file (.db)It functions... Read more ›
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New VB Pulse data shows Microsoft and OpenAI leading enterprise agent orchestration, but Anthropic’s first measurable foothold points to a larger fight over who controls the infrastructure where AI agents run.For the last two years, the enterprise AI race has mostly been framed as a model war: OpenAI’s GPT series versus Anthropic’s Claude versus Google’s Gemini, with smaller and open-source alternatives also coming in from the U.S. and China. But... Read more ›
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One of the key challenges of current multi-agent AI systems is that they communicate by generating and sharing text sequences, which introduces latency, drives up token costs, and makes it difficult to train the entire system as a cohesive unit. To overcome this challenge, researchers at University of Illinois Urbana-Champaign and Stanford University developed RecursiveMAS, a framework that enables agents to collaborate and transmit information through embedding space instead of... Read more ›
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The company formerly known as Intercom just did something that no major customer service platform has attempted at scale: it built an AI agent whose sole job is to manage another AI agent.Fin Operator, announced Thursday at a live event in San Francisco, is a new AI-powered system designed specifically for the back-office teams that configure, monitor, and improve Fin, the company's customer-facing AI agent. Rather than replacing human support... Read more ›
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For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement or human evaluators capable of catching errors and generating high-quality feedback. The industry has invested enormously in the first. It's giving almost no thought to what's happening to the second.I’d argue that we need to treat the human evaluation problem with just as much rigor and investment as we put into building... Read more ›
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Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via cosine similarity — is effective for unstructured semantic search.However, for enterprise domains characterized by highly interconnected data (supply chain, financial compliance, fraud detection), vector-only RAG often fails. It captures similarity but misses st Read more ›
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Enterprises building and deploying agents have a problem: it’s taking their engineers too long to find out that an agent made a mistake, and the loop has continued to perpetuate, especially without a human at every step. LangSmith, the monitoring and evaluation platform from LangChain, launched a new capability in public beta that could make that issue more manageable. LangSmith Engine automates the entire chain by detecting production failures, diagnosing... Read more ›
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Four supply-chain incidents hit OpenAI, Anthropic and Meta in 50 days: three adversary-driven attacks and one self-inflicted packaging failure. None targeted the model, and all four exposed the same gap: release pipelines, dependency hooks, CI runners, and packaging gates that no system card, AISI evaluation, or Gray Swan red-team exercise has ever scoped.On May 11, 2026, a self-propagating worm called Mini Shai-Hulud published 84 malicious package versions across 42 @tanstack/*... Read more ›
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21.05.2026 16:01
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