Why #2025 will redefine #data infrastructure: 11 expert insights on sovereign #clouds, exploding data, PaaS and more https://
venturebeat.com/data-infrastru
cture/why-2025-will-redefine-data-infrastructure-11-expert-insights-on-sovereign-clouds-exploding-data-paas-and-more/
… via @VentureBeat
SOFTWARE
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Data Infrastructure Redefined: Sovereign Clouds and PaaS Evolution
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WordPress categories for AI topics
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The numbers are from ARC Prize, in the quoted post (two quotes down)
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Running DeepSeek on Mobile via Apollo and OpenRouter
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all of the models on there are open source but deep seek is too big to run on the phone. you can use Apollo to connect to openrouter to use deepseek though
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Running 8B Q4 Model on iPhone 15 Pro RAM
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decent results with 8b q4 on a 15 Pro, might be able to squeeze it into a 14 if you’re willing to use most of the phone ram
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iOS Hardware Limitations for FP16 Model Execution
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this is at q4, don't think it could run fp16 due to iOS limits
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Software Architecture Matters More as AI Adoption Accelerates
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There will probably be more conventional software written in the coming decade than ever before; the architecture of that software still matters! Better and worse affordances for AI should make a difference.
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AI to Solve Changelog Placeholder Problem?
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Copilot free in VSCode now can suggest commit messages based on introduced changes 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 1 janvier 2025
How long will it take until AI solves the "bug fixes and performance improvements" problem in update changelogs? 🤯 pic.twitter.com/svgeHlw3SgCopilot free in VSCode now can suggest commit messages based on introduced changes How long will it take until AI solves the "bug fixes and performance improvements" problem in update changelogs?
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Small reasoning models improving offline phone AI capabilities
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one of the best you can do offline on a phone for now, but small reasoning models are going to be much better
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Comprehensive Machine Learning Algorithms Book Review and Recommendation
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Brilliant 798-page book covers “every #ML algorithm from A to Z” — I have a copy and I love it! >> "Mastering #MachineLearning #Algorithms" at http://
amzn.to/37cDZ7F by @GiuseppeB ———
#Python #DeepLearning #AI #DataScience #DataMining #Mathematics #Calculus #DataScientist