Lysan Trail

Chronosphere’s AI Doesn’t Just Spot Outages — It Explains Them, Step by Step

Chronosphere’s AI Doesn’t Just Spot Outages — It Explains Them, Step by Step

Photo by Jakub Żerdzicki on Unsplash For engineers drowning in telemetry and frustrated by hidden bugs, Chronosphere’s latest move might feel like a breath of fresh (and actually useful) air. The New York-based startup, now valued at $1.6 billion, just rolled out something it calls AI-Guided Troubleshooting — a suite of tools built to help […]

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Meta Open Sources a Speech-to-Text System for 1,600+ Languages—And It Might Be the Most Inclusive AI Tool Yet

Meta Open Sources a Speech-to-Text System for 1,600+ Languages—And It Might Be the Most Inclusive AI Tool Yet

Photo by Matt Roskovec on Unsplash When I first read that Meta had open-sourced a speech recognition model that supports over 1,600 languages, I did a double take. That’s not a typo. One thousand six hundred languages—natively. And it gets wilder. With a clever trick called zero-shot in-context learning, the model can expand to cover

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Why So Many AI Projects Fall Apart Before They Scale (and What Actually Works)

Why So Many AI Projects Fall Apart Before They Scale (and What Actually Works)

Photo by Jack Roberts on Unsplash Ever heard someone brag about their AI proof of concept only for it to quietly disappear a few months later? Yeah, you’re not alone. While companies love to flaunt AI ambitions, many of those “cutting-edge” initiatives never make it past the testing phase. The tech itself often isn’t to

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NYU’s New RAE Model Makes AI Image Generation Faster, Cheaper, and Smarter Than Ever

NYU’s New RAE Model Makes AI Image Generation Faster, Cheaper, and Smarter Than Ever

Photo by Jonathan Kemper on Unsplash If you’ve played around with AI art tools lately, you’ve likely seen a lot of wild, creative visuals coming to life from just a sentence of text. That magic? It usually comes from something called diffusion models. But as powerful as they are, they’re also slow and expensive to

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When AI Codes Without Guardrails: What Really Happens When You Replace Engineers

When AI Codes Without Guardrails: What Really Happens When You Replace Engineers

Photo by Growtika on Unsplash We keep asking: Can AI replace software engineers entirely? Technically, maybe. But should it? Let me tell you a story. The promise of AI coding tools has hit the enterprise world like a lightning bolt. Companies see the numbers — a $4.8 billion AI code tools market growing at 23%

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Why Top AI Engineers Are Skipping Cost Concerns to Ship Fast and Scale Smarter

Why Top AI Engineers Are Skipping Cost Concerns to Ship Fast and Scale Smarter

Photo by Joshua Reddekopp on Unsplash When it comes to building and deploying AI at scale, you’d think cost would be the biggest concern. After all, compute isn’t cheap. But according to leaders at fast-growing companies like Wonder and Recursion, cost isn’t what’s keeping them up at night. Instead, it’s all about speed, scalability, and

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Terminal-Bench 2.0 Launches with Harbor: A Smarter, Scalable Way to Test AI Agents Inside Containers

Terminal-Bench 2.0 Launches with Harbor: A Smarter, Scalable Way to Test AI Agents Inside Containers

Photo by Olivie Zemanova on Unsplash A new benchmark and framework set out to make testing AI agents more reliable, reproducible, and ready for the real world If you’ve ever tried evaluating autonomous AI agents running in terminal environments, you know it can feel like chasing smoke. Some tasks break overnight. Others depend on flaky

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Why AI Is Moving to the Edge — And Why That Matters More Than You Think

Why AI Is Moving to the Edge — And Why That Matters More Than You Think

Devices, sensors, and systems are getting smarter by keeping AI close to where data lives. Here’s why businesses are leaning in — and why it’s more than just a performance boost. Photo by Hyundai Motor Group on Unsplash For years, AI lived safely in the cloud or within power-hungry data centers, crunching numbers, training models,

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This Open Source Chinese AI Just Beat GPT-5 and Claude 4.5 in Reasoning, Coding and Tool Use

This Open Source Chinese AI Just Beat GPT-5 and Claude 4.5 in Reasoning, Coding and Tool Use

Photo by BoliviaInteligente on Unsplash Moonshot AI just released an open-access model that’s outperforming the biggest names in AI—and yes, it’s completely free to use. If you’re into large language models (LLMs), this might be the moment you’ve been waiting for. Today, Moonshot AI—a startup out of China founded just last year—released its new Kimi

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Google’s New Ironwood AI Chips Deliver 4X Performance, Lock Down Billion-Dollar Deal with Anthropic

Google’s New Ironwood AI Chips Deliver 4X Performance, Lock Down Billion-Dollar Deal with Anthropic

Photo by Google DeepMind on Unsplash When Google says it’s going big on AI, it’s not just talk. Last week, Google Cloud unveiled its latest hardware for artificial intelligence—something they’re calling their most powerful AI infrastructure yet. At the center of it all is Ironwood, a new generation of Tensor Processing Units (TPUs) that aim

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