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AI agents forget. Every time a coding assistant loses track of a debugging thread, or a data analysis agent re-ingests the same context it already processed, the team pays in latency, token costs, and brittle workflows. The fix most teams reach for — expanding the context window or adding more RAG — is increasingly expensive and still doesn't reliably work.To address this, researchers from Mind Lab and several universities proposed delta-mem, an efficient technique that compresses the model’s historical inf
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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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Spotify's new Studio app uses AI to generate personal podcasts and daily briefings built around your listening history, calendar, and inbox. Read more ›
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A federal judge is officially being tasked with deciding whether to break up Live Nation-Ticketmaster. More than 30 states are asking Judge Arun Subramanian to order a sale of the ticketing giant, a "sufficient number" of large amphitheaters, and limit its ability to tie access to its remaining amps to the use of its promotions […] Read more ›
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This story appeared in The Logoff, a daily newsletter that helps you stay informed about the Trump administration without letting political news take over your life. Subscribe here. Welcome to The Logoff: President Donald Trump’s hand-picked arts commission is clearing the way for his building spree. What happened? On Thursday, the Commission of Fine Arts signed off […] Read more ›
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Я никогда не работал в IT. Не знал, что такое foreign key, не понимал, как фронт получает данные с бэкенда, и никогда не деплоил ничего серьёзнее скрипта на Python. Но за несколько месяцев я с нуля собрал работающий VPN-сервис — с авторизацией, базой данных, автодеплоем и собственной дизайн-системой. Рассказываю, как это вышло и что я узнал по дороге. Читать историю Read more ›
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2-in-1 laptops seemed like the best of both worlds, but they're largely the domain of cheap, low-power devices. Here's why they never took off. Read more ›
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OpenAI CEO Sam Altman suggested Wednesday that even if the company makes a filing for a public offering, it may hold off on the actual listing. In a company-wide meeting, he noted that filing for an initial public offering was different than being ready to go public and said the company wouldn’t ... Read more ›
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If you love 'Perfect Blue' or 'Paranoia Agent,' you owe it to yourself to read 'Dream Fossil' and 'Opus,' the manga Kon wrote before he became the legendary auteur anime fans know and love. Read more ›
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Vivaldi 8.0 is being pitched as the browser's "most significant design overhaul" yet, featuring a new unified, edge-to-edge interface, six preset layouts, and deeper customization across tabs, toolbars, panels, and themes. The company is also taking a swipe at rivals chasing questionable AI features. Neowin reports: After updating to version 8.0, Vivaldi will present you with the ability to select one of the six pre-built styles. You can select a... Read more ›
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Apple today formally asked the U.S. Supreme Court to review the series of rulings that led to changes to App Store linking rules and fees in the United States. In 2021, Apple largely won its legal dispute with Epic Games, but Judge Yvonne Gonzalez Rogers ordered Apple to relax its anti-steering rules and let developers link to alternate payment options in apps. Apple complied, but charged a 12 to 27... Read more ›
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Quick commerce platform Zepto reportedly plans to float its ₹11,000 Cr ($1.1 Bn) initial public offering (IPO) within the next… Read more ›
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JBL’s Soundgear Clips now come in a transparent Emerald Green special edition, adding a gorgeous new China-only color to its open-ear lineup. Read more ›
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CNET Director of Mobile Content Patrick Holland breaks down all the features of Trump Mobile's flagship phone in a live Q&A. Read more ›
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ClickUp, the $4 billion productivity platform, has cut 22 per cent of its workforce. CEO Zeb Evans announced the layoffs in a post on X, framing them not as a cost-cutting exercise but as a structural bet on AI. The savings, he said, will flow back to the employees who stay in the form of […] This story continues at The Next Web Read more ›
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VentureBeat
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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Redis built its name as the caching layer that kept web applications from collapsing under load. The problem it is targeting now has the same structure but is harder to solve: production AI agents failing not because the models are wrong, but because the data underneath them is scattered, stale and structured for humans rather than machines. Retrieval pipelines built for single queries cannot absorb the volume agents generate.The gap... Read more ›
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Andrej Karpathy, the influential 39-year-old Slovak-Canadian AI researcher and one of the original 11 co-founders of OpenAI, and former head of Tesla's AI division, announced on Tuesday, May 19 that he's joining rival lab Anthropic.As Karpathy posted from his account on the social network X: "Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to... Read more ›
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21.05.2026 18:47
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