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Multi-agent systems, designed to handle long-horizon tasks like software engineering or cybersecurity triaging, can generate up to 15 times the token volume of standard chats — threatening their cost-effectiveness in handling enterprise tasks. But today, Nvidia sought to help solve this problem with the release of Nemotron 3 Super, a 120-billion-parameter hybrid model, with weights posted on Hugging Face.By merging disparate architectural philosophies—state-space models, transformers, and a novel "Latent" m
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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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The Big Apple has had a tech boom in the past few years—here’s where to stay, play, eat, and work in the city’s tech-dense Dumbo neighborhood. Read more ›
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Today, WhatsApp unveiled parent-managed accounts for pre-teens. These are currently rolling out globally, and they come with new controls to limit pre-teens' WhatsApp experience to messaging and calling. Parents will set up the pre-teen's account, and the account will be controlled by the parent, including by deciding who can contact the account and which groups they can join. Parents can also review message requests from unknown contacts and manage the... Read more ›
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Pre-orders for the Samsung Galaxy S26 and S26 Plus have wrapped up, but the major telcos still have their specials active — I’ve compared all your options to find the best deals around Read more ›
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The Grammarly Expert Review feature included the names of writers and literary figures without consulting them first. Read more ›
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Когда заходит разговор про ИИ в профессиональной среде, обсуждение почти всегда крутится вокруг одного и того же. Заменит ли ИИ программистов? Насколько точен код, который он генерирует? Как бороться с галлюцинациями? Какая модель лучше для какой задачи? Как правильно писать промпты?Всё это реальные вопросы. Но они об инструменте. О том, насколько хорош молоток — а не о том, что изменилось в строительстве.А изменилось кое-что куда более фундаментальное. И большинство это... Read more ›
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Network of training farms aims to supply data needed to put ‘brains’ into machines Read more ›
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Want the new Samsung Galaxy S26 Ultra on a plan? I’ve found the best offers from the major Aussie telcos. Read more ›
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The Middle East conflict is forcing gasp prices up, so could now be the best time to switch to an EV? Read more ›
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The U.S. Air Force wants to replace the aging B-2 bomber as soon as possible and has instructed Northrop Grumman to kick production of the B-21 into high gear. Read more ›
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The company aims to combat growing fraud schemes, including impersonation accounts that lure users with fake celebrity endorsements. Read more ›
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NASA is preparing to conduct its first spacewalk at the International Space Station (ISS) in nearly a year, ending an unusually long break for the activity. Truth be told, NASA had a spacewalk planned for early January but called it off after one of the two participating astronauts experienced a serious health issue that ultimately ... Read more ›
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The Camon 50 series from Tecno just got its newest member. Say hello to the Camon 50 Pro 5G. It features a similar look to the recently announced Camon 50 Ultra, and it features the same key specs, including MediaTek’s Dimensity 7400 Ultimate. The SoC is paired with up to 12GB RAM and 256GB storage, and the 50 Pro 5G also gets a larger 6,500mAh battery with 45W wired charging.... Read more ›
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If you’re in need of a billion or two in cash, why not hit up Jensen Huang? The Nvidia CEO has plenty of money to spare, particularly if you’re in business with him in some way. Nvidia’s announcement on Wednesday that it was putting $2 billion into Nebius, a European AI data center developer, was the fourth investment in a business partner Nvidia has announced this month. Earlier this week... Read more ›
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Despite earning six figures, they still check their bank balance three times before buying coffee—because the money worries from childhood don't care about your current net worth. Read more ›
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Meta’s purchase of Moltbook, a social network built for AI agents, suggests the internet may soon contain even more bots talking to each other. Read more ›
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Atlassian, which sells software that lets developers and other business teams collaborate on projects, is laying off around 1,600 employees, or around 10% of its staff, CEO Mike Cannon-Brookes announced in a blog post. Few companies have been harder hit by investors’ fears over the ... Read more ›
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VentureBeat
Most enterprise RAG pipelines are optimized for one search behavior. They fail silently on the others. A model trained to synthesize cross-document reports handles constraint-driven entity search poorly. A model tuned for simple lookup tasks falls apart on multi-step reasoning over internal notes. Most teams find out when something breaks.Databricks set out to fix that with KARL, short for Knowledge Agents via Reinforcement Learning. The company trained an agent across... Read more ›
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The AI updates aren't slowing down. Literally two days after OpenAI launched a new underlying AI model for ChatGPT called GPT-5.3 Instant, the company has unveiled another, even more massive upgrade: GPT-5.4.Actually, GPT-5.4 comes in two varieties: GPT-5.4 Thinking and GPT-5.4 Pro, the latter designed for the most complex tasks.Both will be available in OpenAI's paid application programming interface (API) and Codex software development application, while GPT-5.4 Thinking will be... Read more ›
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What's old is new: the command line — the original, clunky non-graphical interface for interacting with and controlling PCs, where the user just typed in raw commands in code — has become one of the most important interfaces in agentic AI.That shift has been driven in part by the rise of coding-native tools such as Claude Code and Kilo CLI, which have helped establish a model where AI agents do... Read more ›
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Google senior AI product manager Shubham Saboo has turned one of the thorniest problems in agent design into an open-source engineering exercise: persistent memory.This week, he published an open-source “Always On Memory Agent” on the official Google Cloud Platform Github page under a permissive MIT License, allowing for commercial usage.It was built with Google's Agent Development Kit, or ADK introduced last Spring in 2025, and Gemini 3.1 Flash-Lite, a low-cost... Read more ›
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Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area where the model’s working memory is stored.A new technique developed by researchers at MIT addresses this challenge with a fast compression method for the KV cache. The technique, called Attention Matching, manages to compact the context by up to 50x with very little... Read more ›
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As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison Chase in a new VentureBeat Beyond the Pilot podcast episode. Whereas traditional AI harnesses have tended to constrain models from running in loops and calling tools, harnesses specifically built for AI agents allow them to interact more independently and effectively perform... Read more ›
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San Francisco startup Anthropic continues to ship new AI products and services at a blistering pace, despite a messy ongoing dispute with the U.S. Department of War.Today, the company announced Claude Marketplace, a new offering that lets enterprises with an existing Anthropic spend commitment apply part of it toward tools and applications powered by Anthropic's Claude models but made and offered by external partners including GitLab, Harvey, Lovable, Replit, Rogo... Read more ›
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“When you get a demo and something works 90% of the time, that’s just the first nine.” — Andrej KarpathyThe “March of Nines” frames a common production reality: You can reach the first 90% reliability with a strong demo, and each additional nine often requires comparable engineering effort. For enterprise teams, the distance between “usually works” and “operates like dependable software” determines adoption.The compounding math behind the March of Nines“Every... Read more ›
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As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison Chase in a new VentureBeat Beyond the Pilot podcast episode. Whereas traditional AI harnesses have tended to constrain models from running in loops and calling tools, harnesses specifically built for AI agents allow them to interact more independently and effectively perform... Read more ›
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With agentic AI, businesses are conducting business more dynamically. Instead of traditional pre-programmed bots and static rules, agents can now “think” and invent alternate paths when unseen conditions arise. For instance, using a business domain ontology like FIBO (financial industry business ontology) can help keep agents within guardrails and avoid unwanted behavior. The bottleneck is now in the user experience (UX) layer. While agents are dynamic and transform with the... Read more ›
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11.03.2026 21:51
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