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Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory and compute that growing context demands. Most existing solutions either degrade model accuracy, require the full context to load before compression begins, or produce memory savings that don't translate into real speedups in standard serving infrastructure.A research team from NYU, Columbia, Princeton, Universi
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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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Europe has emerged as one of the world's leading centres for open-weight AI, with companies including Mistral, Black Forest Labs and Helsing contributing to a growing ecosystem focused on open models ... Read more ›
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Almost everyone enters a long marriage braced for it to get harder. We are warned about the seven-year itch, the strain of small children, the slow drift of two people growing in different directions. So it is genuinely surprising how many older couples describe the opposite arc. They will tell you, often with a shrug, ... Read more Read more ›
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Collectors, retro gamers and enthusiasts still treasure CRT TVs. So why don’t manufacturers start building them again? Read more ›
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The DragonFly Copper has new hi-res skills in the same old design — for better and worse. Read more ›
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Apple just raised prices on its most popular computers and tablets. Discover which devices managed to escape the massive price hike. Read more ›
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Looks like Amazon didn't get its own memo that we still have a few days to go for Prime Day 2026 because it's already offering early deals on Kindles, vacuums, coffee machines, cameras and more. Read more ›
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With RTX 5090 prices hovering at or above the $4,000 mark, Intel's value-centric Arc Pro B70 might be the bargain tot fulfill your local AI needs at a fraction of the cost. Read more ›
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I ran a small experiment today. I opened ChatGPT and typed one line: “Based on everything you know about me, plan my weekends for the next month. I am in Ireland. It’s July. Be detailed.” Over months of use, the tool has probably picked up enough context to have a working model of me — ... Read more Read more ›
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Could it be that Wall Street has a soft spot for refurbished internet brands? Bending Spoons, the Italian company whose stated mission is buying and overhauling left-for-dead digital businesses—such as AOL, Evernote and Vimeo—got a 40% pop on its first day as a public company on Wednesday. It was a much more impressive debut than the 4% pop scored by the other company going public on Wednesday, scooter rental firm... Read more ›
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Anthropic's Fable 5 model is once again available for use, the company said today. Claude users are now seeing the option to use Fable 5, with Anthropic rolling out an in-app message. Through July 7, eligible Claude subscribers can use up to 50 percent of their plan's weekly usage limit on Fable 5. After hitting that limit, Fable 5 use will require credits. After July 7, Fable will be available... Read more ›
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Ace Hardware is a great place to shop for power tools and more on a budget, and if you're on the hunt for value options, it could have a lot to offer you. Read more ›
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MINIX's Ryzen AI mini PC stuffs 128GB RAM, 126 TOPS AI compute, and networking into a chassis built for LLMs. Read more ›
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Fourth of July weekend is the last great grill and griddle sale of the summer, including $250 off my favorite pellet smoker. Read more ›
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T-Mobile appears to be migrating its 303,000-core VMware environment to another platform while fighting Broadcom in court for the extended support it says its perpetual-license agreement guarantees. "The matter is somewhat urgent," The Register reports, because a court-ordered support arrangement expires August 3, "so T-Mobile may soon be unable to get support for its very substantial VMware estate." The Register reports: The dispute relates to a deal T-Mobile struck with... Read more ›
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Looking for NYT Connections answers and hints? Here's all you need to know to solve today's game, plus my commentary on the puzzles. Read more ›
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Looking for Quordle clues? We can help. Plus get the answers to Quordle today and past solutions. Read more ›
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Looking for NYT Strands answers and hints? Here's all you need to know to solve today's game, including the spangram. Read more ›
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VentureBeat
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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Liquid AI, founded by former MIT computer scientists, today released its smallest AI language model yet, LFM2.5-230M, and enterprises would do well to consider it for their uses in data extraction and local deployment on smartphones, laptops and robotics.This is a 230-million-parameter foundation model explicitly designed for on-device agentic workflows, and as Liquid states in its release blog post, that small size makes it possible to run nearly "anywhere." According... Read more ›
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Industrialized factories changed how the world produced physical goods: more output, lower costs, faster than anything that came before. Now a similar shift is happening with software. LLMs have lowered the barrier to writing code, increased individual output, and pushed organizations to think about software development as a production system. The standard software development lifecycle and CI/CD practices that have held for decades won't hold up under that pressure. That's... Read more ›
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OpenAI is announcing a limited preview of its next-generation GPT-5.6 model series today, introducing three distinct, capability-tiered models—Sol, Terra, and Luna—designed to re-engineer developer and enterprise workflows. The initial rollout is available through the API and Codex to a narrow set of approximately 20 total organizations after OpenAI shared the models and release plans with the U.S. government, following an executive order issued by President Donald J. Trump earlier this... Read more ›
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An endpoint agent cannot report its own absence. The 2026 Axonius Actionability Report, conducted with the Ponemon Institute and surveying 662 IT and security professionals, put a number on a gap SOC teams have worked around for years. Across the Axonius customer base, 12.7% of devices in a 298,000-device median inventory are missing their expected security agent.If a device has no agent, no management console shows it. If a CMDB... Read more ›
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Long-horizon reasoning exposes a core weakness in AI agents: context windows fill up fast, and retrieval pipelines return noise instead of signal.To solve this, researchers at the National University of Singapore developed MRAgent, a framework that abandons the static "retrieve-then-reason" approach. Instead, it uses a mechanism that allows an agent to dynamically develop its memory based on accumulating evidence. This multi-step memory reconstruction is integrated into the reasoning process of... Read more ›
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Anthropic recently told its growth team to hire more product managers, not fewer. The reason, as reported in industry coverage, was that Claude Code had quietly turned its engineering org into a team that ships at roughly three times its actual headcount, and the bottleneck moved from the integrated development environment (IDE) to the people deciding what to build.That detail is easy to miss in the noise of every AI... Read more ›
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In the past two years, businesses have been trying to fit large language models (LLMs) into support, analytics, development, and internal automation like never before. Along with the increasing adoption of AI technology, another trend is gaining momentum — cybercriminals are taking advantage of the disconnect between assumptions about LLMs and their actual characteristics.In 2025 and 2026, several independent sources have highlighted the same trend: Prompt injection remains one of... Read more ›
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A single fake error report hijacked Claude Code in controlled testing — the agent ran the attacker's code with the developer's full privileges, and not one alert fired. EDR, WAF, IAM, and the firewall all missed it completely.Tenet Security's June agentjacking disclosure describes a single crafted Sentry error event — sent through a public credential that requires no breach and no authentication — that injected attacker instructions into error data... Read more ›
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Even as the geopolitical conversation around AI continues to grow more fraught following the U.S. government's actions to limit the new models from Anthropic and OpenAI, Chinese open source darling DeepSeek is back with yet another open release that could once again change AI development around the globe. Over the weekend, the firm released DSpark, a new, MIT-Licensed system designed to make large language models answer faster without changing what... Read more ›
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01.07.2026 21:38
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