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AI vs. The Planet: The Energy Crisis Behind the Chatbot Boom (Ep. 271)

EPISODE · Nov 13, 2024 · 22 MIN

AI vs. The Planet: The Energy Crisis Behind the Chatbot Boom (Ep. 271)

from Data Science at Home · host Francesco Gadaleta <frag>

In this episode of Data Science at Home, we dive into the hidden costs of AI’s rapid growth — specifically, its massive energy consumption. With tools like ChatGPT reaching 200 million weekly active users, the environmental impact of AI is becoming impossible to ignore. Each query, every training session, and every breakthrough come with a price in kilowatt-hours, raising questions about AI’s sustainability. Join us, as we uncovers the staggering figures behind AI's energy demands and explores practical solutions for the future. From efficiency-focused algorithms and specialized hardware to decentralized learning, this episode examines how we can balance AI’s advancements with our planet's limits. Discover what steps we can take to harness the power of AI responsibly! Check our new YouTube channel at https://www.youtube.com/@DataScienceatHome Chapters00:00 - Intro01:25 - Findings on Summary Statics05:15 - Energy Required To Querry On GPT07:20 - Energy Efficiency In BlockChain10:41 - Efficicy Focused Algorithm14:02 - Hardware Optimization17:31 - Decentralized Learning18:38 - Edge Computing with Local Inference19:46 - Distributed Architectures21:46 - Outro  #AIandEnergy #AIEnergyConsumption #SustainableAI #AIandEnvironment #DataScience #EfficientAI #DecentralizedLearning #GreenTech #EnergyEfficiency #MachineLearning #FutureOfAI #EcoFriendlyAI #FrancescoFrag #DataScienceAtHome #ResponsibleAI #EnvironmentalImpact This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit datascienceathome.substack.com

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AI vs. The Planet: The Energy Crisis Behind the Chatbot Boom (Ep. 271)

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