Here's a paper you can read about it. https://
arxiv.org/abs/1911.01547 It introduced a formal definition of intelligence, as well as benchmark to capture that definition in practical terms. Although it was developed before the rise of LLMs, current state-of-the-art LLMs such as Gemini
RESEARCH
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Formal Definition of Intelligence and Benchmark for LLMs
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Agent Lumos: Unified Modular Training for Open-Source Language Agents
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Agent Lumos: Unified and Modular Training for Open-Source Language Agents Yin et al.: https://
arxiv.org/abs/2311.05657 #ArtificialIntelligence #DeepLearning #MachineLearning -
Memorization is not intelligence: skill requires novelty and uncertainty
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That memorization (which ML has solely focused on) is not intelligence. And because any task that does not involve significant novelty and uncertainty can be solved via memorization, *skill* is never a sign of intelligence, no matter the task.
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Essential Probability and Statistics Books for Machine Learning
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#Probability and #Statistics #Books for Machine Learning to Read. #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Probability-Re
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Comprehensive List of Machine Learning Algorithms and Tools
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A List of #MachineLearning #Algorithms! #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/List-of-ML-Know -
Which Machine Learning Algorithm Should You Use
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Which #MachineLearning Algorithm Should You Use. #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
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Iterative AI Scan Improvement Shows Promise Over Time
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It keeps better better. I can’t wait to reprocess this scan in 6 months and get even closer to reality!
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LLM Development Timeline: Research Before Deployment Economics
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R typically comes before D. We have better insight in LLM timing than in most industries. It is over a year to go from startup to GPT-4 class model even with infinite money (Musk, Google). I don’t think that this tells us anything about whether we are in a bubble or a boom.
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Utilitarian metrics and the value of human life
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Most lives could be much shorter, too, if we insisted on measuring their worth against brutal, joyless utilitarian metrics.