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Patronus AI, the artificial intelligence evaluation startup backed by $20 million from investors including Lightspeed Venture Partners and Datadog, unveiled a new training architecture Tuesday that it says represents a fundamental shift in how AI agents learn to perform complex tasks.The technology, which the company calls "Generative Simulators," creates adaptive simulation environments that continuously generate new challenges, update rules dynamically, and evaluate an agent's performance as it learns — a
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VentureBeat
Google's Pixel Buds Pro 2 earbuds are on sale for $165 via Amazon. That's a nice discount of $64, which breaks down to 28 percent. There is a spot of bad news. The deal only applies to the hazel colorway. Other colors are discounted, but they aren't as cheap. It's not as if the hazel is hideous. These are standard dark brown-hued earbuds. The device made our list of the... Read more ›
1,254 fresh
Meta hires C.J. Mahoney as chief legal officer, replacing Jennifer Newstead, amid growing scrutiny over antitrust and data privacy issues. Read more ›
908 fresh
Anker dove into CES 2026 with a slew of announcements that bring new chargers and accessories under its umbrella. The new accessories include improved visual interfaces, faster Qi2 wireless charging and “upgraded ecosystems” that support the latest iPhones. Some of the latest devices are even available to buy right now. First up is the Anker Nano Charger with smart display, which features a tiny screen, 180-degree foldable prongs and provides... Read more ›
875 fresh
Google has announced that it will publish Android source code to AOSP in Q2 and Q4 of each year. Read more ›
698 fresh
If I were building a new PC today, I'd go for a small form factor mATX or ITX build. With companies like Fractal Design and Lian Li making cases that can fit modern GPUs without sacrificing on thermals, you don't need to settle for the old mid-tower monstrosities of yesteryear. And that's why PNY's new "Slim” model RTX 50-series designs caught my eye. All three variants, covering the 5070, 5070... Read more ›
694 fresh
"States must step in to hold X and Musk accountable, if Trump’s DOJ won’t," Wyden said. Read more ›
684 fresh
Birdbuddy debuted two new smart bird feeders, which are successors to its existing bird feeder options. The Birdbuddy 2 and the Birdbuddy 2 mini are set to launch later this year. The $199 Birdbuddy 2 features 2K HDR video, a wider field of view, dual integrated solar power, better audio, an improved extended perch, and more seed capacity. It was shown off earlier this year, and pre-orders have sold out,... Read more ›
675 fresh
Troy Baker, one of the most well known actors working in video games, believes generative AI could have a positive effect overall on performing arts. Baker thinks it'll cause a reaction whereby people will seek out "authentic" experiences more - live shows, live theatre - and turn away from "gruel that gets distilled to me through a black mirror". Read more Read more ›
631 fresh
Meta has a waitlist for its Ray-Ban Display glasses extending into 2026. The tech giant said it's pausing its international expansion to catch up. Read more ›
622 fresh
Nvidia's CES keynote was notably not consumer-focused. Instead, the company detailed its booming data center business, with a deeper look at its NVL72 Rubin platform. Read more ›
602 fresh
As a child-free couple with remote jobs, we choose not to spend Christmas and New Year's gathering with family. Instead, we travel somewhere new. Read more ›
584 fresh
Amazon tests Shop Direct, pulling product listings from other retailers without consent, highlighting data scraping issues. Read more ›
565 fresh
Jamie Siminoff's community, and the garage he founded Ring in, burned in the Palisades fire. Now he's teaming up with Watch Duty to fight wildfires. Read more ›
511 fresh
The "talent is everywhere" approach that U.S. employers adopted during the white-hot pandemic job market is quietly giving way to something much older and more familiar: recruiting almost exclusively from a small set of elite and nearby universities. A 2025 survey of more than 150 companies by Veris Insights found that 26% were exclusively recruiting from a shortlist of schools, up from 17% in 2022. Diversity as a priority for... Read more ›
493 fresh
The 90-second video urging U.S. military personnel to refuse to follow illegal orders was deemed "punishable by DEATH!" Read more ›
480 fresh
If you need a reliable desktop that won’t feel outdated the moment you unbox it, this is a practical deal. The HP OmniDesk desktop with Intel Core Ultra 5 225 (2025), 16GB DDR5, and a 1TB SSD is down to $549.99 (compared value $769.99), saving you $220. For most people, this is the sweet spot: ... Read more ›
471 fresh
Unnecessary characters, replacing the main star, and adding ridiculous plots are just some of the signs that it's time to call it quits. Read more ›
458 fresh
DLSS 4.5 testing by enthusiasts has revealed a 20% or greater performance reduction compared to DLSS 4.0 on RTX 20- and 30-series GPUs. Read more ›
433 fresh
VentureBeat
For decades the data landscape was relatively static. Relational databases (hello, Oracle!) were the default and dominated, organizing information into familiar columns and rows.That stability eroded as successive waves introduced NoSQL document stores, graph databases, and most recently vector-based systems. In the era of agentic AI, data infrastructure is once again in flux — and evolving faster than at any point in recent memory.As 2026 dawns, one lesson has become... 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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The AI narrative has mostly been dominated by model performance on key industry benchmarks. But as the field matures and enterprises look to draw real value from advances in AI, we’re seeing parallel research in techniques that help productionize AI applications. At VentureBeat, we are tracking AI research that can help understand where the practical implementation of technology is heading. We are looking forward to breakthroughs that are not just... Read more ›
9
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 ›
5
When Google released its newest AI image model Nano Banana Pro (aka Gemini 3 Pro Image) in November, it reset expectations for the entire field. For the first time, uses of an image model could use natural language to generate dense, text-heavy infographics, slides, and other enterprise-grade visuals without spelling errors. But that leap forward came with a familiar tradeoff. Gemini 3 Pro Image is deeply proprietary, tightly bound to... Read more ›
3
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 ›
2
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 ›
0
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 ›
0
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 ›
0
When the creator of the world's most advanced coding agent speaks, Silicon Valley doesn't just listen — it takes notes.For the past week, the engineering community has been dissecting a thread on X from Boris Cherny, the creator and head of Claude Code at Anthropic. What began as a casual sharing of his personal terminal setup has spiraled into a viral manifesto on the future of software development, with industry... Read more ›
0
Most popular sources
Gizmodo
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32% 24 |
Business Insider
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15% 2 |
Engadget
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8% 3 |
Tom's Hardware
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7% 1 |
The Verge
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5% 5 |
| View sources » | |
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06.01.2026 15:33
Last update: 15:26 EDT.
News rating updated: 22:21.
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