5/ Technical deep dive with benchmarking "Compare PyTorch vs TensorFlow for deploying real-time object detection on edge devices. Provide runnable Python code snippets for model conversion, inference with OpenCV, and timing/memory benchmarks. " Claude:
SYSTEMS
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System Design Mastery: The Ultimate Engineering Cheat Sheet
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πππ¬πππ«π’π§π ππ²π¬πππ¦ πππ¬π’π π§: ππ‘π ππ₯ππ’π¦πππ ππ‘πππ ππ‘πππ ππ¨π« ππ§π π’π§πππ«π¬!#cheatsheet #systemdesign #design #Engineering #Technology #tech
— Amitav Bhattacharjee (@bamitav) 24 mai 2025
@fogle_shane @KanezaDiane @AlbertoEMachado @LavaletteAstrid @Eli_Krumova @Khulood_Almaniβ¦ pic.twitter.com/xuOj4d75iuπππ¬πππ«π’π§π ππ²π¬πππ¦ πππ¬π’π π§: ππ‘π ππ₯ππ’π¦πππ ππ‘πππ ππ‘πππ ππ¨π« ππ§π π’π§πππ«π¬! #cheatsheet #systemdesign #design #Engineering #Technology #tech @fogle_shane @KanezaDiane @AlbertoEMachado @LavaletteAstrid @Eli_Krumova @Khulood_Almani
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Mind Organization Changes During Sleep and Consciousness Transitions
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The latter perspective needs to be taken more seriously as a research paradigm: how does the organization of your mind change when you wake up or fall asleep/space out, and why does this change not happen in other ways?
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Three approaches to characterizing and understanding consciousness
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Attempts to characterize consciousness can be phenomenological (βwhat it feels likeβ), substrate based (neural correlates, microtubule activity etc.), or functionalist (how does a mental representation change when consciousness acts on it).
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AI Energy Demands Threaten Grid Stability and National Resilience
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Most people still donβt grasp just how energy-hungry artificial intelligence really is.
— Nina Schick (@NinaDSchick) 23 mai 2025
As AI scales, so does its demand on infrastructure β and weβre not just talking about more data centers. Weβre talking about grid stability, national resilience, and the strategic capacity toβ¦ pic.twitter.com/QEtng0nXQ0Most people still donβt grasp just how energy-hungry artificial intelligence really is. As AI scales, so does its demand on infrastructure β and weβre not just talking about more data centers. Weβre talking about grid stability, national resilience, and the strategic capacity to
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AI and Cloud-Native Technologies Transforming Network Operations
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Thank you! Itβs an exciting time for the industry β especially as AI and cloud-native approaches start to redefine how networks operate and scale.
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Datadog’s new open model tops forecasting benchmarks with BOOM
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Who said Transformers couldn't be good at forecasting? Datadog's new open model tops forecasting benchmarks! And boy did they cook. They followed the playbook to build the best model: 1. The best benchmark They release a new benchmark named BOOM, based on observability
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Kaohsiung Transforms City Operations with NVIDIA AI Digital Twins
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Linker Vision is transforming city operations in Kaohsiung city with NVIDIA AI. Using city-scale #digitaltwins and video analytics #AIagents built with @NVIDIAOmniverse and #NVIDIAMetropolis, theyβre optimizing urban ops and reducing response times to incidents by up to 80%.
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Claude Opus 4 and Sonnet 4: Hybrid Models with Extended Thinking
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Claude Opus 4 and Sonnet 4 are hybrid models offering two modes: near-instant responses and extended thinking for deeper reasoning. Both models can also alternate between reasoning and tool useβlike web searchβto improve responses.