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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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VentureBeat
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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Tensions flared on the third day of trial in Musk v. Altman as OpenAI’s lawyers cross-examined Musk. Read more ›
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Makita has a massive lineup of products well-regarded by users, many of which are ideal for DIYers looking to build out their tool and accessory collection. Read more ›
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YouTube has had picture-in-picture as a feature for years now, but did you know that not everyone has had access? Starting today, that changes. Google announced that YouTube picture-in-picture (PiP) is rolling out globally to all users in the “coming months.” This doesn’t change much for users in the US, but for those outside of... Read the original post: YouTube Gives Picture-in-Picture to Everyone Read more ›
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Anthropic has received investment interest at a valuation above $900 billion, according to a person familiar with the matter. An investment at that level would more than double a February valuation of $380 billion. However, the company has not formally started a fundraise, said the person ... Read more ›
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OnePlus is launching the Nord CE6 and Nord CE6 Lite in India on May 7 at 12 PM local time. If you've been wondering when the two models will go on sale, the company has now revealed this information too. The OnePlus Nord CE6 will have its first sale on May 8 at 12 PM local time, while the Nord CE6 Lite will become available on May 12 at 12... Read more ›
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Google bought Fitbit back in 2019 and took its time before starting to push Fitbit users closer to the Google ecosystem. In fact, it wasn’t until 2023 that Google opened up the option to switch Fitbit accounts over to Google accounts. At the time, this was a voluntary move, but it soon became mandatory and... Read the original post: Reminder: Switch Your Fitbit Account to a Google Account by May... 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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A federal judge denied Sam Bankman-Fried's request for a new trial, calling his claims of DOJ witness intimidation "wildly conspiratorial" and unsupported by the record. Judge Lewis Kaplan said (PDF) the FTX founder's motion appeared tied to a pre-indictment plan to recast himself as a Republican victim of Biden's DOJ in hopes of gaining sympathy, leniency, or even a Trump pardon. Ars Technica reports: Bankman-Fried was sentenced to 25 years... 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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Another update may help iPhone users switch quickly between photo, video and portrait modes. Read more ›
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Google Photos is getting a new wardrobe planning feature that will help you decide what to wear. AI will pull in images of clothing from the Google Photos library, organizing clothing items into a digital closet. You will be able to put items together to create outfits, and even virtually try them with a digital avatar on to see how they'll look. The Google Photos app will show all items... Read more ›
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While everyone else burns out trying to be the smartest or hardest working person in the room, the most successful men have discovered a counterintuitive truth that transforms everything—from the quiet developer who got promoted over his midnight-oil-burning colleague to the baseball legend who became great by stopping what everyone else was doing. Read more ›
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Some expensive tools and equipment are smarter to rent than buy. These Home Depot rentals can save money, storage space, and long-term upkeep costs. Read more ›
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It’s Wednesday, April 29, 2026, and we’re back with today’s top startup and tech funding news. Today’s rounds highlight a sharp shift toward securing, scaling, and operationalizing AI systems across real-world environments—from healthcare and finance to defense and industrial infrastructure. ... Read more ›
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Studio 6 Plus is Prism's attempt to push G6 upmarket without abandoning the value lane, and to recruit developers with sharper franchise terms than its rivals are offering. Read more ›
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VentureBeat
OpenAI introduced a new paradigm and product today that is likely to have huge implications for enterprises seeking to adopt and control fleets of AI agent workers.Called "Workspace Agents," OpenAI's new offering essentially allows users on its ChatGPT Business ($20 per user per month) and variably priced Enterprise, Edu and Teachers subscription plans to design or select from pre-existing agent templates that can take on work tasks across third-party apps... Read more ›
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For the past eighteen months, the corporate world has been obsessed with the "builder" phase of the generative AI revolution. Enterprises have raced to deploy autonomous agents to handle everything from customer support to complex codebase refactoring. However, as these digital workers proliferate, a new, more structural problem has emerged: fragmentation. Agents built on LangChain cannot easily hand off tasks to those built on CrewAI; a Salesforce-embedded agent has no... Read more ›
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After months of rumors and reports that OpenAI was developing a new, more powerful AI large language model for use in ChatGPT and through its application programming interface (API), allegedly codenamed "Spud" internally, the company has today unveiled its latest offering under the more formal name GPT-5.5.And to likely no one's surprise, it's hardly a "potato" in the disparaging sense of the word: GPT-5.5 retakes the lead for OpenAI in... Read more ›
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For several weeks, a growing chorus of developers and AI power users claimed that Anthropic’s flagship models were losing their edge. Users across GitHub, X, and Reddit reported a phenomenon they described as "AI shrinkflation"—a perceived degradation where Claude seemed less capable of sustained reasoning, more prone to hallucinations, and increasingly wasteful with tokens. Critics pointed to a measurable shift in behavior, alleging that the model had moved from a... Read more ›
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Eighty-five percent of enterprises are running AI agent pilots, but only 5% have moved those agents into production. In an exclusive interview at RSA Conference 2026, Cisco President and Chief Product Officer Jeetu Patel said that the gap comes down to one thing: trust — and that closing it separates market dominance from bankruptcy. He also disclosed a mandate that will reshape Cisco's 90,000-person engineering organization.The problem is not rogue... Read more ›
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The whale has resurfaced. DeepSeek, the Chinese AI startup offshoot of High-Flyer Capital Management quantitative analysis firm, became a near-overnight sensation globally in January 2025 with the release of its open source R1 model that matched proprietary U.S. giants.It's been an epoch in AI since then, and while DeepSeek has released several updates to that model and its other V3 series, the international AI and business community has been largely... Read more ›
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During Operation Lunar Peek in November 2024, attackers gained unauthenticated remote admin access — and eventual root — across more than 13,000 exposed Palo Alto Networks management interfaces. Palo Alto Networks scored CVE-2024-0012 at 9.3 and CVE-2024-9474 at 6.9 under CVSS v4.0. NVD scored the same pair 9.8 and 7.2 under CVSS v3.1. Two scoring systems. Two different answers for the same vulnerabilities. The 6.9 fell below patch thresholds. Admin... Read more ›
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The stochastic challengeTraditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and unpredictable. The exact same prompt often yields different results on Monday versus Tuesday, breaking the traditional unit testing that engineers know and love.To ship enterprise-ready AI, engineers cannot rely on mere “vibe checks” that pass today but fail... Read more ›
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The most expensive AI failure I have seen in enterprise deployments did not produce an error. No alert fired. No dashboard turned red. The system was fully operational, it was just consistently, confidently wrong. That is the reliability gap. And it is the problem most enterprise AI programs are not built to catch.We have spent the last two years getting very good at evaluating models: benchmarks, accuracy scores, red-team exercises,... Read more ›
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There is a war brewing between AI and consulting. Akin to an armies slow march towards the castle, a new technology is coming to dethrone the expert guessers of Mckinsey, Nielsen, Gartner, Publicis and the rest. Any consulting that involves analyzing people (think all of marketing, research, polling, etc.) will have to reckon with the technology of “synthetic audiences”.Synthetic audiences aim to generate digital versions of people that can then... Read more ›
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29.04.2026 19:54
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