No. Every advance that has or is happening now stems from good engineering: HPC, data, eval, and distributed RL.
AI
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UK and Europe cannot compete due to massive chip costs
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We should talk @matthewclifford
. It is incorrect to think the UK and Europe are fine or that they could catch up within a year. It costs $1B to $5B just in chips to be frontier. The idea that we can build small models, like Llama, and expect to compete with 2B ones trained on -

AIKosh SDK simplifies access to datasets and models
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Built to simplify access to datasets and models on AIKosh, the AIKosh SDK helps developers spend less time on integration and more time building AI solutions. Explore more on: //pypi.org/project/aikosh/ https://
aikosh.indiaai.gov.in/home #AIKosh #IndiaAI #DeveloperTools #MachineLearning -
Distributed Training Not the Answer for Open-Source AI to Compete
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I really wish Distributed Training was the answer for Opensource AI. Unfortunately, at least for now, it is not the right path forward to make Opensource compete with the frontier.
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Explaining Reinforcement Learning for Active vs Passive Learning
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Explaining #ReinforcementLearning for Active vs Passive Learning! @kdnuggets #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
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AI Agents Processing Time Series and Large Dataframes with Python
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AI Agents Processing Time Series and Large Dataframes with Python! #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Agentic-AI-Dat
aframes
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Backpropagation in Python with Neural Networks
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Backpropagation In #Python with Neural Networks. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Backprop-Pytho
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Binarized Neural Networks On-Chip Platform for Efficient AI
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Binarized Neural Networks on-Chip Platform! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Binarized-NNs -

5 AI Failures in Real Companies
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— 5 Major AI Failures That Show What Can Go Wrong #AI can transform businesses, but real failures in companies including Air Canada, Zillow, Samsung, CNET and IBM show how quickly things can go wrong. From #hallucinating #chatbots to
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Understanding Neural Networks: Big Data, AI, and Machine Learning
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Understanding Neural Networks. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Understanding-
NNs
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