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At 620 million monthly users, calling a frontier model for every image recommendation isn't a strategy — it's a bill. Pinterest CTO Matt Madrigal solved it by gutting Qwen3-VL's vision layer and rebuilding it with proprietary embeddings, cutting costs 90% and boosting accuracy 30%.Madrigal’s team has been heavily investing in customizing open-source models “foundationally in-house.” “If you've got really unique data that you can then fine-tune an open source model with, data quality will, frankly, outweigh.
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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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Netflix is reportedly considering live channels, bundled streaming subscriptions, and more live content as it looks to reverse slowing viewer engagement despite strong subscriber growth. Read more ›
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An anonymous reader quotes a report from Ars Technica: Humanoid robots have surgically removed the gallbladders from living animals in an unprecedented medical experiment -- but not as autonomous machines capable of replacing human doctors. Instead, skilled human surgeons remotely controlled the robots' movements in a new example of human-robot teamups. The teleoperated humanoid robots completed two minimally invasive surgeries by removing gallbladders from live pigs during a preclinical trial... Read more ›
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Zero Parades for Dead spies has a TTRPG and one shot — and it’s all free-to-play. Read more ›
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Every new car sold in the EU must now include a driver-monitoring camera, sparking latest data privacy row Read more ›
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Oppo launched the Find N6 in March, and according to a new rumor from China, its successor, the Find N7, is currently in development ahead of its currently projected release timeframe of Q1 2027 (so before the end of March). The Find N7 has been rumored to adopt a wider stance, similar to that of the upcoming Samsung Galaxy Z Fold8 and Apple iPhone Ultra. It will be powered by... Read more ›
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Chinese tech giant set to become largest shareholder in AI agent start-up after Beijing ordered reversal of US takeover Read more ›
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Razer’s final Sanrio collaboration drop is a Cinnamoroll-themed Kraken Kitty V2 BT headset with Bluetooth 5.2, RGB lighting, and up to 40 hours of battery life. Read more ›
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DeWalt is known for making great tools, but not cheap ones. Some of its products are much more attainable this July, though, thanks to big discounts. Read more ›
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The uncomfortable part of happiness research is not that money fails to matter, or that relationships fail to matter, or that health fails to matter. All three matter. The uncomfortable part is that none of them fully protects a person from the habit of being elsewhere. A person can be sitting in a safe home, ... Read more Read more ›
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Can Green SM Avoid BluSmart’s Pitfalls? BluSmart’s demise last year left a big gap in the Indian electric ride-hailing space.… Read more ›
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OpenAI's new ChatGPT Chrome extension brings context-aware AI directly into your browser, challenging Google's Gemini Side Panel with webpage summaries, explanations, and task automation. Read more ›
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When an older adult starts giving things away, the easy reading is that they are preparing to disappear. The furniture, the jewellery, the books, the tools, the boxes of photographs: each departure can look like a small surrender. There is another way to read it. Sometimes the person is not letting go of the past. ... Read more Read more ›
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Gemini keeps replying instead of broadcasting messages, but Google's on the case. Read more ›
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Here's the answer for "Wordle" #1847 on July 10 as well as a few hints, tips, and clues to help you solve it yourself. Read more ›
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The NYT Strands hints and answers you need to make the most of your puzzling experience. Read more ›
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Connections is a New York Times word game that's all about finding the "common threads between words." How to solve the puzzle. Read more ›
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DuRoBo has introduced Moodi, a lightweight Bluetooth remote that lets users turn pages, browse documents, and control media without touching their device. Read more ›
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The Asus ProArt RTX 5090 offers flagship performance, 32GB of GDDR7 and a slimmer 2.5-slot design for creator-focused builds. Read more ›
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VentureBeat
Most verticals aren’t clean, well-oiled SaaS databases; the reality is ugly documents, proprietary schemas, implicit workflows, and long‑running tasks that most general-purpose models struggle with. This prompted construction project management company Trunk Tools to build a specialized, three-layer architecture — perception, semantics, agents — based on highly-detailed data to support high-accuracy, highly-relevant industry automation.Their purpose-built stack has shrunk review cycles from months to days,. Read more ›
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Most verticals aren’t clean, well-oiled SaaS databases; the reality is ugly documents, proprietary schemas, implicit workflows, and long‑running tasks that most general-purpose models struggle with. This prompted construction project management company Trunk Tools to build a specialized, three-layer architecture — perception, semantics, agents — based on highly-detailed data to support high-accuracy, highly-relevant industry automation.Their purpose-built stack has shrunk review cycles from months to days,. Read more ›
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Imagine if you could bring 250 people together in a massive room and have them discuss and debate an important issue, arguing the points and counterpoints, and converging on answers that accurately reflect their collective knowledge, wisdom, values, and sensibilities.Now imagine that you convened this debate on America’s 250th birthday and asked 250 randomly selected Americans to come up with the top three innovations that America has contributed to the... Read more ›
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There's an important distinction between AI that just works today, and AI that lasts at scale. Many companies optimize hard for the first one without ever asking whether they're building the second.Velocity without discipline and strategic direction is a liability, not an asset. The hardest part of building AI at scale isn't getting a model to work once. It's building systems that continue to work, scale beyond individual teams and... Read more ›
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For the past year, the awkward secret of the open-weight model boom has been that many of the strongest Chinese releases were off-limits to a large slice of the enterprises most interested in them. License terms that excluded the European Union, the United Kingdom and South Korea meant legal teams killed deployments before engineering teams finished their evals — not just for companies headquartered there, but for any enterprise serving... Read more ›
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Anthropic, the artificial intelligence company, published a sweeping research paper on Sunday revealing that its Claude language models have spontaneously developed an internal structure that mirrors one of the most influential theories of how human consciousness works. The finding, which the company says has already begun reshaping how it monitors its AI systems for safety risks, lands amid an intensifying scientific debate over whether machines can possess anything resembling a... Read more ›
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Presented by MongoDBThe gap between what AI models and agents can produce and what legacy infrastructure can reliably support is known as architectural drag, and it is the defining bottleneck of the agentic era. The data layer underneath an agentic system must handle variable schemas, vector embeddings, real-time retrieval, and multi-tenant scale, often simultaneously and without human intervention to manage migrations — but traditional relational databases weren't natively designed for... Read more ›
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Anthropic on Tuesday launched Claude Cowork on mobile and web, expanding a tool that has quietly become the company's bridge between the developer-centric world of AI coding agents and the far larger market of knowledge workers who never open a terminal.The rollout, which begins in beta with Max subscribers before expanding to additional plans, marks a strategic inflection for Anthropic. It transforms Cowork from a desktop-only agent into a cross-device... Read more ›
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Presented by Box Content access, governance, and platform flexibility are emerging as the dividing lines between AI leaders and laggards, according to the new State of AI in the enterprise report from Box, which surveyed 1,640 IT decision makers across the US, UK, France, and Japan. One of the report's major findings is the speed of the shift: the combined share of organizations describing themselves as advanced or leading edge... Read more ›
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Presented by Red Hat At VentureBeat's recent AI Impact event, where the discussion centered on what separates enterprises that scale agentic AI from those that stall in pilot mode, Brian Gracely, senior director of portfolio strategy at Red Hat, detailed what companies actually run into once agents reach production. He dove into cost discipline, the security blind spots unique to autonomous systems, and the organizational friction that determines whether agent... Read more ›
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10.07.2026 00:03
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