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In building LLM applications, enterprises often have to create very long system prompts to adjust the model’s behavior for their applications. These prompts contain company knowledge, preferences, and application-specific instructions. At enterprise scale, these contexts can push inference latency past acceptable thresholds and drive per-query costs up significantly. On-Policy Context Distillation (OPCD), a new training framework proposed by researchers at Microsoft, helps bake the knowledge and preferences
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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 trailer also confirmed KH4 is coming to PlayStation 5, Xbox Series X, PC and the Nintendo Switch 2. Read more ›
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Meta Business Agent is now available globally, putting AI that can recommend products and close sales inside WhatsApp, Messenger and Instagram. A Shopee integration and the region’s entrenched chat-commerce habits make Southeast Asia the real proving ground for the launch. Meta Business Agent went global on June 3, and the pitch is blunt: an AI ... Read more ›
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На сегодняшний день сфера ИТ в России — это огромная индустрия, где работают сотни тысяч специалистов. Официально государство признало значимость этой профессии еще в 2009 году, когда был учрежден День программиста (Указ Президента РФ № 1034).Но даже тогда эта формулировка сужала всю индустрию до одной специальности. Ведь работа ИТ-систем — это заслуга не только программистов. Здесь одинаково важны системное администрирование, администрирование сетей, информационная безопасность техподдержка, и другие спец Read more ›
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The cancellation of the Knicks' game watch party outside Madison Square Garden sparked a feud between NYC Mayor Mamdani and owner James Dolan. Read more ›
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Forget rainbow-hued crockery; this outdoor dining range is as sophisticated as it is practical. Read more ›
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Samsung's upcoming wide-format Galaxy Z Fold, most recently believed to be called Galaxy Z Fold8 (while the successor in form to the Galaxy Z Fold7 would be the Galaxy Z Fold8 Ultra), has now been certified for sale in India by BIS. It has the model number SM-F971B. The certification doesn't reveal any specs, but according to previous rumors the device will sport a 7.6-inch inner display with a 4:3... Read more ›
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I went hands on with iFi’s new GR 2 DAC, and its exceptional specs and user friendly design make it feel like a worthy follow-up to its legendary predecessor. Read more ›
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Tired of battling caked-on grass on your lawn mower? Discover the essential hardware that will save your time, protect the metal, and prevent rust. Read more ›
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Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 11, No. 626. Read more ›
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Months after raising ₹90 Cr, healthtech startup 4baseCare has now secured an additional ₹38 Cr (nearly $4 Mn) to finally… Read more ›
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Commentary: My favorite anti-tech tech product has barely changed since the 2000s -- thank goodness. Read more ›
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Anthropic CEO Dario Amodei claims in a new essay that AI growth remains "exponential." Claude Mythos tells us something different. Read more ›
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Bluesky will be getting "communities," which will function as smaller spaces where you can "go deeper and hang out with people who care about the same stuff" sometime this year, according to head of product Alex Benzer. They will be built on the decentralized AT Protocol that underpins Bluesky, with Benzer saying that "it's a […] Read more ›
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VentureBeat
Anthropic co-founder and CEO Dario Amodei said it was coming, but it still feels like a milestone: More than 80% of the code merged into Anthropic’s production codebase in May wasn't authored by humans, but by its own AI model, Claude, according to a new report shared by the record-breaking AI startup today.This transformation has triggered an 8x increase in the volume of code shipped per engineer per quarter compared... Read more ›
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Meta's AI support agent bound recovery emails to accounts for whoever asked, and SOCs never saw an alert. An authorized agent writes a log of legitimate transactions, so nothing in the detection stack fired. Attackers asked the bot to make the change, took the one-time code it sent, and ran the password reset, 404 Media reported.No malware, no stolen credentials, and no prompt injection in the sense most security teams... Read more ›
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When someone on a team corrects an AI agent — better prompts, better feedback, better context — that improvement disappears the moment a colleague opens the same tool. The correction doesn't transfer, and the next person starts from zero.The problem compounds in multi-agent workflows, where teams expect agents to share context across users and tasks. Without a shared memory layer, every team member effectively trains a different version of the... Read more ›
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Microsoft used its Build 2026 conference this week to push a clear message: agents are rapidly moving into production throughout enterprise systems, and the winning platform will be the one that gives them reliable context, governance, identity, memory — and secure access to enterprise data. The company announced Microsoft IQ as a context layer across GitHub Copilot, Microsoft Foundry and Copilot Studio; Work IQ APIs coming June 16; Fabric IQ... Read more ›
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For three years, Microsoft's artificial intelligence story has been inseparable from OpenAI. The partnership — cemented by a cumulative investment exceeding $13 billion — gave Microsoft early access to the most advanced AI models on the planet, catapulting its Copilot products into the enterprise mainstream and adding hundreds of billions of dollars to its market capitalization. To the outside world, Microsoft's AI strategy was OpenAI.Mustafa Suleyman wants to change that... Read more ›
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Our system did one thing, and it did it well: It turned natural-language questions into API calls.The users were analysts, account managers, and operations leads. They knew what data they needed, but assembling it manually meant pulling from four dashboards, two BI tools, and a Salesforce report builder. With our system, they typed the request in plain English. A request like "Compile a report on sales volume for January through... Read more ›
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Agentic AI is now a core part of the engineering process, driving massive execution leverage and helping us generate more code than ever before. Yet, a difficult question I’ve increasingly heard from business leaders is: if we’re shipping code faster than ever, why aren’t our products improving at the same rate?The reason is that writing code was never the rate limiter. Defining the right requirements, integrating with complex systems, and... Read more ›
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Our system did one thing, and it did it well: It turned natural-language questions into API calls.The users were analysts, account managers, and operations leads. They knew what data they needed, but assembling it manually meant pulling from four dashboards, two BI tools, and a Salesforce report builder. With our system, they typed the request in plain English. A request like "Compile a report on sales volume for January through... Read more ›
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In Q1 2026, VentureBeat's Pulse Research surfaced the “Governance Mirage”: the gap between the governance org charts enterprises had drawn and the control layers they had actually built. Forty-three percent said a central team owned AI governance; 23% couldn't agree on who owned it at all; and 31% named vendor opacity as the single biggest obstacle.This new wave of research asks the next question: Once you've admitted the governance problem,... Read more ›
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A joint research collaboration between researchers at the University of Illinois at Urbana-Champaign (UIUC), UC Berkeley, and the open source AI-native vector database platform Chroma unveiled Harness-1, a 20-billion parameter open-source search agent built atop OpenAI's gpt-oss-20B open source model that fundamentally redesigns how AI executes complex retrieval tasks. Harness-1 achieves a massive leap in performance, scoring 73% average on its ability to recall relevant information correctly from a curated Read more ›
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10.06.2026 22:37
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