The gap between a camera capturing an event and a system understanding it in real time. That is the problem we solve. If you are headed to ISC West in Las Vegas this month, come see what real-time AI inference looks like when it runs entirely at the edge, no cloud dependency, no
SYSTEMS
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Infrastructure Behind AI Models: Deployment at Scale
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Thank you. Models attract most of the attention, yet the ability to deploy and sustain them at scale tends to depend on the infrastructure behind the scenes.
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Paged Attention: Kernel Level Overhead vs. System-Wide Throughput Gain
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Good writeup. Here's an interesting fact about paged attention: It isn't free at the kernel level. As expected, the non-contiguous memory reads add roughly 20-26% overhead per attention kernel call. But the system-wide gain (2-4x throughput) overshadows that because you can
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StarRocks: Why Database Joins Execute Faster Than Expected
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Inside StarRocks: Why Joins Are Faster Than You’d Expect https://
buff.ly/u6SO0dR
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
GPT-5.4 Progress: Reduced Hallucinations Still Fall Short for Autonomous Systems
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GPT-5.4 is "33% less likely to produce false individual claims." That's progress. But "less likely to hallucinate" is still an odd benchmark in 2026 for systems now operating desktops autonomously. The gap between capability and reliability hasn't closed. #AI
→ View original post on X — @svenphilipsen, 2026-03-10 22:00 UTC
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Starlink Satellite Internet Capacity Exceeds 600+ Tbps Globally
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Also by @chris_noring … "Learn Model Context Protocol [MCP] with TypeScript: Build Agentic Systems in TypeScript with the new standard for AI capabilities" at http://
amzn.to/48W6Izu TypeScript explained – why and when to use it: https://
contentful.com/blog/what-is-t
ypescript-and-why-should-you-use-it/
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Advanced Computational Geometry in AI Hardware and Software
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AI-Assisted Programming for Web and Machine Learning — Improve your development workflow with ChatGPT and GitHub Copilot: https://
amzn.to/48TFU2Z by @chris_noring v/ @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼:
Utilize prompts to enhance frontend & backend web development.
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LLMs require neurosymbolic harnesses, not just power
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More perspective on this trial's results today @WSJ @rddysum gift link https://
wsj.com/health/healthc
are/are-multi-cancer-blood-tests-ready-for-prime-time-d68e7c1a?st=KeSAvB&reflink=desktopwebshare_permalink
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Running Claude Code with Local Models on Home GPUs
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I think langgraph/smith is generating solid revenue though last public report was a bit ago
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NVIDIA CEO Jensen Huang on AI’s Five-Layer Stack Rebuild
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The AI era is a full-stack rebuild, from power to models to real-world applications. Here’s NVIDIA CEO Jensen Huang on the five-layer AI cake driving the shift.