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Traditional ETL tools like dbt or Fivetran prepare data for reporting: structured analytics and dashboards with stable schemas. AI applications need something different: preparing messy, evolving operational data for model inference in real-time. Empromptu calls this distinction "inference integrity" versus "reporting integrity." Instead of treating data preparation as a separate discipline, golden pipelines integrate normalization directly into the AI application workflow, collapsing what typically require
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The Gray Area is now publishing twice a week on audio and video. Subscribe to Vox’s YouTube channel or listen wherever you get your podcasts. Tyler Austin Harper didn’t set out to become a culture warrior. He trained as a scholar. His PhD was in comparative literature. He has written widely about the history of […] Read more ›
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The FBI released a public warning, saying that ATM "jackpotting" incidents have exponentially increased in 2025. Read more ›
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I've written about a lot of different video game hardware over the years, from new consoles to retro gadgets to whatever you want to call the Playdate. But I can't remember ever being perpetually sore from testing a device; such are the joys of the Virtual Boy. Nintendo has turned its biggest flop into an […] Read more ›
651 fresh
Umlaut.bio, a German/Swiss oncology/immunology BioTech company developing tRNA-modifying small molecules, announced the extension of its pre-Seed financing to ~€3 million through the support of BaseLaunch. This addition not only helps to accelerate its science addressing tRNA modifications through the expertise of BaseLaunch but also highlights the potential of the approach through the approval by the ... Read more ›
555 fresh
Real GDP rose at an annualized rate of 1.4% in the fourth quarter, missing the expected 2.8%. Read more ›
532 fresh
The Nasdaq-listed company that TikTok creator Khaby Lame is working with to access public markets has lost over 90% of its value since mid-January. Read more ›
463 fresh
The 'Game of Thrones' spin-off has averaged more viewers per episode than HBO's Emmy-winning hit 'The Pitt.' Read more ›
452 fresh
The average price of a used Tesla has climbed 4.3% since the end of the $7,500 tax credit for new EVs in September, according iSeeCars. Read more ›
441 fresh
A Redditor travelling through Napa Valley on 18th February 2026 was lucky enough to see the iconic "Bliss" hill in a form close to the original wallpaper. This terrain is usually covered in vineyards, so it doesn't look as picturesque, but during rare times of the year, you can catch glimpses of its unaltered beauty. Read more ›
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Tesla has announced a new all-wheel drive Cybertruck that starts at $59,990, the cheapest the controversial truck has been sold for yet - though still well above the $40,000 price tag Elon Musk had initially promised. It's been joined by a $15,000 price cut for the high-end Cyberbeast variant, as Tesla doubles down on its […] Read more ›
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The US State Department is building a web portal, where Europeans and anyone else can see online content banned by their governments, according to Reuters. It was supposed to be launched at Munich Security Conference last month, but some state department officials reportedly voiced their concerns about the project. The portal will be hosted on freedom.gov, which currently just shows the image above. “Freedom is Coming,” the homepage reads. “Information... Read more ›
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After President Donald Trump launched a military operation that captured Venezuelan leader Nicolas Maduro, he announced that America planned to take control of its oil revenue. More specifically, one American. “This Oil will be sold at its Market Price, and that money will be controlled by me, as President of the United States of America, […] Read more ›
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Whether you’re hiking, climbing, or backpacking, here’s how to use base layers, mid layers, and a shell to be comfortable no matter what nature throws at you. Read more ›
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More than one in 10 Americans rely on the Colorado River to take showers and drink clean water. But with no end in sight to the decades-long drought in the western US and rapidly decreasing river levels, this essential resource is fueling bitter disputes over who, exactly, should be cutting back on water. This fight […] Read more ›
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Famous people from Elon Musk to Glen Powell have moved to Texas recently, many from the comparatively more expensive state of California. Here's why. Read more ›
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Minecraft Java Edition will get a Vulkan multi-threaded renderer, replacing the aging OpenGL. Read more ›
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Jared Isaacman critiqued engineering issues, but said leadership and decision-making was the "most troubling failure" of the Boeing Starliner debacle. Read more ›
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No, it's not an art error: Raph's weapon of choice has had a bit of a tweak for the new 'Teenage Mutant Ninja Turtles' set for 'Magic: The Gathering.' Read more ›
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The chatbot era may have just received its obituary. Peter Steinberger, the creator of OpenClaw — the open-source AI agent that took the developer world by storm over the past month, raising concerns among enterprise security teams — announced over the weekend that he is joining OpenAI to "work on bringing agents to everyone." The OpenClaw project itself will transition to an independent foundation, though OpenAI is already sponsoring it... Read more ›
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Anthropic on Tuesday released Claude Sonnet 4.6, a model that amounts to a seismic repricing event for the AI industry. It delivers near-flagship intelligence at mid-tier cost, and it lands squarely in the middle of an unprecedented corporate rush to deploy AI agents and automated coding tools.The model is a full upgrade across coding, computer use, long-context reasoning, agent planning, knowledge work, and design. It features a 1M token context... Read more ›
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Agents built on top of today's models often break with simple changes — a new library, a workflow modification — and require a human engineer to fix it. That's one of the most persistent challenges in deploying AI for the enterprise: creating agents that can adapt to dynamic environments without constant hand-holding. While today's models are powerful, they are largely static.To address this, researchers at the University of California, Santa... Read more ›
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As AI-powered coding tools flood the market, a critical weakness has emerged: by default, as with most LLM chat sessions, they are temporary — as soon as you close a session and start a new one, the tool forgets everything you were just working on. Developers have worked around this by having coding tools and agents save their state to markdown and text files, but this solution is hacky at... Read more ›
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The average Fortune 1000 company has more than 30,000 employees and engineering, sales and marketing teams with hundreds of members. Equally large teams exist in government, science and defense organizations. And yet, research shows that the ideal size for a productive real-time conversation is only about 4 to 7 people.The reason is simple: As groups grow larger, each person has less opportunity to speak and must wait longer to respond,... Read more ›
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From miles away across the desert, the Great Pyramid looks like a perfect, smooth geometry — a sleek triangle pointing to the stars. Stand at the base, however, and the illusion of smoothness vanishes. You see massive, jagged blocks of limestone. It is not a slope; it is a staircase.Remember this the next time you hear futurists talking about exponential growth.Intel’s co-founder Gordon Moore (Moore's Law) is famously quoted for... Read more ›
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Traditional ETL tools like dbt or Fivetran prepare data for reporting: structured analytics and dashboards with stable schemas. AI applications need something different: preparing messy, evolving operational data for model inference in real-time. Empromptu calls this distinction "inference integrity" versus "reporting integrity." Instead of treating data preparation as a separate discipline, golden pipelines integrate normalization directly into the AI application workflow, collapsing what typically require Read more ›
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The gap between ransomware threats and the defenses meant to stop them is getting worse, not better. Ivanti’s 2026 State of Cybersecurity Report found that the preparedness gap widened by an average of 10 points year over year across every threat category the firm tracks. Ransomware hit the widest spread: 63% of security professionals rate it a high or critical threat, but just 30% say they are “very prepared” to... Read more ›
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Typically, when building, training and deploying AI, enterprises prioritize accuracy. And that, no doubt, is important; but in highly complex, nuanced industries like law, accuracy alone isn’t enough. Higher stakes mean higher standards: Models outputs must be assessed for relevancy, authority, citation accuracy and hallucination rates. To tackle this immense task, LexisNexis has evolved beyond standard retrieval-augmented generation (RAG) to graph RAG and agentic graphs; it has also built out... Read more ›
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Your developers are already running OpenClaw at home. Censys tracked the open-source AI agent from roughly 1,000 instances to over 21,000 publicly exposed deployments in under a week. Bitdefender’s GravityZone telemetry, drawn specifically from business environments, confirmed the pattern security leaders feared: employees deploying OpenClaw on corporate machines with single-line install commands, granting autonomous agents shell access, file system privileges, and OAuth tokens to Slack, Gmail, and SharePoi Read more ›
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20.02.2026 10:23
Last update: 10:15 EDT.
News rating updated: 17:13.
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