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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: [ GENEVA, SWITZERLAND — March 28, 2026 ] — CERN is using extremely small, custom artificial intelligence models physically burned into silicon chips to perform real-time filtering of the enormous data generated by the Large Hadron Collider (LHC). LHC tunnel and detectors OVERVIEW Proton collision in LHC detector The Large Hadron Collider (LHC) generates an extraordinary volume of raw data — approximately 40,000 exabytes per year, equivalent to roughly one quarter of the entire current internet. During peak operation, the data stream can reach hundreds…

💥 Discover this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Hallucination has become a garbage-can label for AI misses.Sometimes the model really did make something up. Fine, call that a hallucination.But a lot of what engineers are calling hallucination is something else: omitted scope, default fill-in, or blended inference. If you diagnose all of it the same way, you stop seeing what actually failed.I’m using hallucination the way OpenAI does: plausible but false statements. I’m separating that from omitted scope, default fill-in, and blended inference because those are different failures and need different fixes.Omitted scopeThis…

🚀 Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Yesterday, Microsoft unveiled a sweeping set of changes coming soon to Windows 11 that are designed to address common complaints and issues that people have with the platform. Everything from slow performance to unreliable updates, AI bloat, and excessive ads and enshittification are being tackled.It's all great news, but there's one big issue that Microsoft notably isn't addressing with these sweeping changes, and that's Windows 11's forced Microsoft account requirements. Even with all these improvements in tow, Windows 11 will still force you to setup…

💥 Read this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Most teams have adopted AI in some form, but the gap between “using AI” and “getting measurable ROI from AI” is larger than people realize.Postman released a cost savings analysis that looks at six common API development workflows and benchmarks the actual time and cost difference when AI is built into the platform versus bolted on externally.It’s a short, data-driven read that helps engineering leads make the case for where AI-native tooling actually moves the needle.You can grab the guide for free here →Thanks to…

✨ Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: In June 2022, we introduced SCIP (pronounced "skip"), a language-agnostic protocol designed for indexing source code. SCIP powers essential code navigation features like Go to definition and Find references in Sourcegraph.As SCIP approaches its fourth anniversary, we have decided to transition it from a Sourcegraph-owned project to an independent one with an open governance structure. A Core Steering Committee will be established to guide SCIP's future development.Sourcegraph remains a deeply committed and active member of the community; we will continue to use and invest heavily…