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Right now in the AI world, there are a lot of percolating ideas and experimentation. But as far as Replit CEO Amjad Masad is concerned, the results are unreliable, marginally effective, and generic. “There's a lot of sameness out there,” Masad explains in a new VB Beyond the Pilot podcast. “Everything kind of looks the same, all the images, all the code, everything.”This "slop," as it’s come to be known, is not only the result of lazy one-shot prompting, but a lack of individual flavor. “The way to overcome
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VentureBeat
Illinois Department of Human Services disclosed that a misconfigured internal mapping website exposed sensitive personal data for more than 700,000 Illinois residents for over four years, from April 2021 to September 2025. Officials say they can't confirm whether the publicly accessible data was ever viewed. TechCrunch reports: Officials said the exposed data included personal information on 672,616 individuals who are Medicaid and Medicare Savings Program recipients. The data included their... Read more ›
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Law enforcement has more tools than ever to track your movements and access your communications. Here’s how to protect your privacy if you plan to protest. Read more ›
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The sanctioned government narrative of the Minneapolis shooting diverts wildly from video footage of the incident shared online. Read more ›
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Zohran Mamdani earns $258,750 as New York City's mayor, putting him among the country's top-earning mayors. Read more ›
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The events that led to a federal officer in Minneapolis killing Renee Nicole Good have not been universally interpreted. On a visit to Texas on Wednesday, Homeland Security Secretary Kristi Noem described the incident as an “act of domestic terrorism.” She said Good was attacking ICE officers and that she “attempted to run them over […] Read more ›
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Online detectives are inaccurately claiming to have identified the federal agent who shot and killed a 37-year-old woman in Minnesota based on AI-manipulated images. Read more ›
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Renee Nicole Good sat idling in her car Wednesday, observing an ongoing ICE operation. The 37-year-old then attempted to drive away, reportedly at the instruction of one federal agent on scene. In response, another ICE officer shot her to death. It is possible that we still lack some significant context for Good’s killing. But her […] Read more ›
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In a surprisingly user-friendly move, Bose has announced it will be open-sourcing the API documentation for its SoundTouch smart speakers, which were slated to lose official support on February 18th, as reported by Ars Technica. Bose has also moved that date back to May 6th, 2026. When cloud support ends, an update to the SoundTouch […] Read more ›
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The future, as it turns out, is intimate and sometimes a little bit uncomfortable. Read more ›
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Trump said Thursday that he is instructing "representatives" to buy $200 billion in mortgage bonds, aiming to lower interest rates and monthly payments. Read more ›
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The clips are filmed from different angles. Some are zoomed in, making them indecipherably grainy, and others are slowed down. Some are 20 seconds while others are longer, sandwiched by commentary from users on social media platforms like X, Bluesky, Reddit, and TikTok. Each video - depicting the moment an Immigration and Customs Enforcement agent […] Read more ›
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iOS 26 is showing unusually slow adoption among iPhone users months after release, according to third-party analytics. Usage data published by StatCounter (via Cult of Mac) for January 2026 indicates that only around 15 to 16% of active iPhones worldwide are running any version of iOS 26. The breakdown shows iOS 26.1 accounting for approximately 10.6% of devices, iOS 26.2 for about 4.6%, and the original iOS 26.0 release at... Read more ›
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I spent years hosting communal dinner parties. After moving back to New York, I learned how eating alone helped me reset and reconnect with myself. Read more ›
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The LLC moved as California's ultrarich weigh leaving ahead of a proposed tax on billionaires that would take effect retroactively starting January 1. Read more ›
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While wave upon wave of smartglasses and face-based wearables crash on the shores of CES, traditional glasses really haven’t changed much over the hundreds of years we’ve been using them. The last innovation, arguably, was progressive multifocals that blended near and farsighted lenses — and that was back in the 1950s. It makes sense that autofocusing glasses maker IXI thinks it’s time to modernize glasses. After recently announcing a 22-gram... Read more ›
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It would be deeply embarrassing if the law has to go into effect before X acts. Read more ›
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Defense Secretary Pete Hegseth now has leverage over defense contractors' financial decisions, from executive comp to shareholder payouts. Read more ›
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Elon Musk’s chatbot has been used to generate thousands of sexualized images of adults and apparent minors. Apple and Google have removed other “nudify” apps—but continue to host X and Grok. Read more ›
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UK Prime Minister Keir Starmer says the country will take action against X following reports that the platform's Grok AI chatbot is generating sexualized deepfakes of adults and minors, as reported earlier by The Telegraph and Sky News. "It's disgusting," Starmer says during an interview with Greatest Hits Radio. "X need[s] to get their act […] Read more ›
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It was only a matter of time before someone strapped a robot vacuum to a drone and tried to fly it up the stairs. I saw Mova's attempt at CES 2026. Read more ›
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VentureBeat
In the fast-moving world of AI development, it is rare for a tool to be described as both "a meme" and AGI, artificial generalized intelligence, the "holy grail" of a model or system that can reliably outperform humans on economically valuable work. Yet, that is exactly where the Ralph Wiggum plugin for Claude Code now sits. Named after the infamously high-pitched, hapless yet persistent character on "The Simpsons," this newish... Read more ›
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For decades, we have adapted to software. We learned shell commands, memorized HTTP method names and wired together SDKs. Each interface assumed we would speak its language. In the 1980s, we typed 'grep', 'ssh' and 'ls' into a shell; by the mid-2000s, we were invoking REST endpoints like GET /users; by the 2010s, we imported SDKs (client.orders.list()) so we didn’t have to think about HTTP. But underlying each of those... Read more ›
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Four in 10 enterprise applications will feature task-specific AI agents this year. Yet, research from Stanford University’s 2025 Index Report shows that a mere 6% of organizations have an advanced AI security strategy in place.Palo Alto Networks predicts 2026 will bring the first major lawsuits holding executives personally liable for rogue AI actions. Many organizations are grappling with how to contain the accelerating and unpredictable nature of AI threats. Governance... Read more ›
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Nous Research, the open-source artificial intelligence startup backed by crypto venture firm Paradigm, released a new competitive programming model on Monday that it says matches or exceeds several larger proprietary systems — trained in just four days using 48 of Nvidia's latest B200 graphics processors.The model, called NousCoder-14B, is another entry in a crowded field of AI coding assistants, but arrives at a particularly charged moment: Claude Code, the agentic... Read more ›
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xAI has launched Grok Business and Grok Enterprise, positioning its flagship AI assistant as a secure, team-ready platform for organizational use. These new tiers offer scalable access to Grok’s most advanced models — Grok 3, Grok 4, and Grok 4 Heavy, already among the most performant and most cost-effective models available in the world — backed by strong administrative controls, privacy guarantees, and a newly introduced premium isolation layer called... Read more ›
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A new study from researchers at Stanford University and Nvidia proposes a way for AI models to keep learning after deployment — without increasing inference costs. For enterprise agents that have to digest long docs, tickets, and logs, this is a bid to get “long memory” without paying attention costs that grow with context length.The approach, called “End-to-End Test-Time Training” (TTT-E2E), reframes language modeling as a continual learning problem: Instead... Read more ›
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The arms race to build smarter AI models has a measurement problem: the tests used to rank them are becoming obsolete almost as quickly as the models improve. On Monday, Artificial Analysis, an independent AI benchmarking organization whose rankings are closely watched by developers and enterprise buyers, released a major overhaul to its Intelligence Index that fundamentally changes how the industry measures AI progress.The new Intelligence Index v4.0 incorporates 10... Read more ›
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When initially experimenting with LLMs and agentic AI, software engineers at Notion AI applied advanced code generation, complex schemas, and heavy instructioning. Quickly, though, trial and error taught the team that it could get rid of all of that complicated data modeling. Notion’s AI engineering lead Ryan Nystrom and his team pivoted to simple prompts, human-readable representations, minimal abstraction, and familiar markdown formats. The result was dramatically improved model performance.... Read more ›
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Nvidia’s $20 billion strategic licensing deal with Groq represents one of the first clear moves in a four-front fight over the future AI stack. 2026 is when that fight becomes obvious to enterprise builders.For the technical decision-makers we talk to every day — the people building the AI applications and the data pipelines that drive them — this deal is a signal that the era of the one-size-fits-all GPU as... Read more ›
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AI is evolving faster than our vocabulary for describing it. We may need a few new words. We have “cognition” for how a single mind thinks, but we don't have a word for what happens when human and machine intelligence work together to perceive, decide, create and act. Let’s call that process intelition. Intelition isn’t a feature; it’s the organizing principle for the next wave of software where humans and... Read more ›
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Most popular sources
Business Insider
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20% 6 |
Wired
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14% 11 |
The Verge
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11% 2 |
CNET
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7% 2 |
Gizmodo
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6% 1 |
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08.01.2026 20:18
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