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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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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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Chris Wright urged supporters of data centers to push back on those who criticize their development because of pollution and job losses. Read more ›
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Миграция Cassandra выглядит простой задачей ровно до того момента, пока кластер не становится действительно большим.Разберем, где достаточно snapshot, когда стоит использовать междатацентровую репликацию, а в каких случаях лучше вообще отказаться от переноса исторических данных. Читать далее Read more ›
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Taiwan has passed a sweeping new law to regulate its crypto sector, sending the bill to the President for final approval. Read more ›
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My friend grew up tiptoeing around her mother. The woman was sharp and exacting, quick to find the flaw in a report card or a haircut, and warmth in that house came rationed and conditional. My friend spent her childhood managing a mood that was never quite safe to relax around. She moved out the ... Read more Read more ›
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В одной из прошлых статей я показывал, как донастроить ваш приёмник ГНСС, чтобы выжать из него максимум. Однако, точность навигации на квадрокоптере складывается из нескольких составляющих, а мы улучшили одну из них. В этой публикации мы заполним этот пробел Как и в прошлых статьях, я предполагаю, что читатель знаком с основами дроностроения и электроники. Читать далее Read more ›
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Shop the latest beauty trends and save big using an Ulta promo code for beauty tech, makeup, and more. Read more ›
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French bid to block UK from €5bn EU fund sparks backlash Read more ›
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Startups praise UK’s long-awaited defence investment plan Read more ›
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Unlock massive discounts on Priceline hotels, flights, and rental cars. Find verified Priceline coupon codes and deals for Express Deals, student discounts, and more. Read more ›
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Check out our deals for Nike this July 2026, including 15% off select purchases. Read more ›
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Save up to 60% on a selection of items at eBay, including electronics, home products, card games, car parts and more. Read more ›
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Explore Chewy coupon codes for $30 off, $20 off your first order $49, 50% off pet food, and more July 2026 discounts. Read more ›
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Save up to 50% today with the latest Home Depot promo codes for appliances, power tools, and more this July. Read more ›
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VentureBeat
OpenAI and Broadcom this morning unveiled their first custom AI accelerator chip named "Jalapeño," positioning it is as a purpose-built processor for large language model (LLM) inference, rather than the more general GPUs offered by the likes of Nvidia or AMD. According to its creators, Jalapeño is designed to support workloads behind ChatGPT, Codex, the API and future agentic products, though notably, both OpenAI's and Broadcom's news releases position it... Read more ›
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Customer expectations have shifted from simple, fast conversational interactions to complex agentic AI-powered tasks that legacy IT architectures simply can’t handle. To address this, Intuit made the bold decision to overhaul its technical infrastructure for its business platform. The company moved away from its multi-agent setup, which prioritized broad capabilities, to a granular, skill-and-tool-based architecture while embedding human experts directly into the workflow alongside AI. This shift involved d Read more ›
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AI agents are increasingly proficient at executing business tasks autonomously, but IT leaders are cautious about granting permissions to access enterprise systems. Part of the challenge lies in how AI reliability is measured. Industry standards often rely on EVAL scores, which provide a static snapshot of performance rather than a measure of overall reliability. These metrics can fail to capture predictability across prompts, environments, and input types, said Bryan Silverthorn,... Read more ›
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Shopify built an LLM proxy that gives every engineer access to multiple AI providers — with automatic failover when any one of them goes down, changes, or disappears. When Claude Fable 5 shut down, Shopify's engineers didn't go into panic mode. The proxy shifted them to Claude Opus or GPT 5.5 automatically, without interrupting their workflows. “Fable looks amazing; we used it of course,” Farhan Thawar, Shopify’s head of engineering,... Read more ›
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Drug discovery is notoriously inefficient. Pharmaceutical projects span years, moving from one specialized human team to the next through disconnected workflows that result in knowledge loss during each handoff. A shocking 90% to 95% of drug discovery projects reportedly fail — one of the highest failure rates of any industry. A single successful drug can take over a dozen years and up to $1 billion from initial discovery to patient... Read more ›
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As enterprise AI agents take on increasingly complex, long-horizon tasks, their performance is often restricted by their harness, the software scaffolding that connects the backbone LLM to its environment. Currently, harnesses are largely static and hand-crafted. Improving them is largely manual and they do not automatically improve based on the execution data they collect from their environment.To address this engineering bottleneck, researchers at Xiaomi introduced HarnessX, a framework that treats... Read more ›
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Alibaba's Qwen team released Qwen-AgentWorld on Tuesday — two models trained not to act inside agent environments, but to predict what those environments return. The release covers seven domains under a single architecture: MCP, Search, Terminal, Software Engineering, Android, Web, and OS. The release extends Alibaba's recent push into autonomous agents. Qwen3.7-Max, released in May, was built around a 35-hour autonomous execution capability. That shift targets a ceiling teams training... Read more ›
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Mistral AI on Tuesday released OCR 4, a document intelligence model that moves beyond raw text extraction to return structured representations of entire documents — complete with bounding boxes, block-type classification, and per-word confidence scores. The release marks Mistral's fourth generation of optical character recognition technology in roughly 15 months and lands at a moment when the company's pitch for European AI sovereignty has never been more commercially relevant.The model... Read more ›
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AI agent orchestration platforms are popping up like weeds these days, but London-based AI transformation startup Mindstone's Rebel might be among the most promising I've come across. That's because the system, which officially launched this week, is a local-first, agentic AI operating system distributed under a "Fair Source" license, allowing teams of under 100 users to freely adopt and customize it to suit their needs, while those organizations with more... Read more ›
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OpenAI has made a significant update to its most widely used language model, GPT-5.5 Instant, which is the default in the free version of ChatGPT. The company announced the upgraded version of GPT-5.5 Instant yesterday on X, calling it "much more fun to talk to" and saying it is "better at understanding the intent behind a question and adapting its response accordingly," as well as offering improvements in shopping results,... Read more ›
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01.07.2026 01:23
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