That data depth vs energy trade-off is real.
COMPUTING
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Tiny AI Models Balance Data Depth and Battery Life
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The trade-off between data depth and energy usage is a major industrial hurdle. Sundeep Ahluwalia, CPO, TDK SensEI, highlights how tiny-footprint AI models on the asset allow for high-level monitoring without draining the sensor's battery life. Sponsored by TDK SensEI. #tdk_iiot pic.twitter.com/i6sO4eKplW
— Lucian Fogoros (@fogoros) 4 avril 2026The trade-off between data depth and energy usage is a major industrial hurdle. Sundeep Ahluwalia, CPO, TDK SensEI, highlights how tiny-footprint AI models on the asset allow for high-level monitoring without draining the sensor's battery life. Sponsored by TDK SensEI. #tdk_iiot
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Tesla’s Integrated Chip Fab Accelerates AI Hardware Development
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My idea of a good time is working with amazing engineers to create incredible technology The Tesla chip research fab will have all the machines needed to do logic, memory, packing & masks in one building for a lightning fast development cycle. Heaven
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Nvidia Eyes Model Serving at 10,000-20,000 Tokens Per Second
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Nvidia's Chief Scientist Bill Dally says there's a path to serving relatively large models at 10,000 to 20,000 tokens per user per second.
— Marcelo P. Lima (@MarceloLima) 4 avril 2026
For context, Opus 4.6 is ~43 and Grok 4.2 Beta is ~251 tokens/user/s 🤯 pic.twitter.com/mbZNFfWgUbNvidia's Chief Scientist Bill Dally says there's a path to serving relatively large models at 10,000 to 20,000 tokens per user per second. For context, Opus 4.6 is ~43 and Grok 4.2 Beta is ~251 tokens/user/s 🤯 [Translated from EN to English]
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AWS Machine Learning Certification Achievement in Data Science
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#MachineLearning Certified in #AWS Platform! #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/AWS-ML-S -
Comprehensive 30 Page Probability Statistics Cookbook for Data Science
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A Comprehensive 30 Page Probability and #Statistics Cookbook! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #CloudComputing #DataScientist #Linux #Statistics #Programming #Coding #100DaysofCode https://
geni.us/30-Page-Probab
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AI with Python Cookbook: BigData Analytics and Machine Learning
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AI with Python Cookbook. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
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AI Simulation Slashes Car Crash Testing Costs by Millions
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Physical car crash testing used to cost roughly a million dollars per prototype with only a couple tests possible.
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Industrial AI: Real-Time Prevention vs Legacy Batch Processing
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Legacy AI: retrospective batch data, centralized cloud, thousands of defect images.
— Lucian Fogoros (@fogoros) 4 avril 2026
Industrial AI: real-time context, liquid edge computing, 10 synthetic samples.
One tells you what happened. The other prevents it. pic.twitter.com/O485aUwtLELegacy AI: retrospective batch data, centralized cloud, thousands of defect images.
Industrial AI: real-time context, liquid edge computing, 10 synthetic samples.
One tells you what happened. The other prevents it. -
Air-Gapped OT Security: Defending Against Removable Media Attacks
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The approach targets two main attack vectors: data transfers via removable media and access by internet-connected devices to air-gapped OT environments.