All learners are equally good on average over all datasets.
RESEARCH
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Chain-of-Thought and Consensus Enhance GPT-3 Problem Solving
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Chain-of-thought allows GPT-3 to solve problems it otherwise cannot solve at all. Consensus allows it to more reliably solve problems it can only solve some of the time. Here, we use both to demonstrate multi-step reasoning and recitation of factual knowledge.
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AI Reasoning Technique ‘Let’s Think Step by Step’ Discussed with Research Link
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Next we apply "Let's think step by step," the method developed by Kojima et al. for improving accuracy on deductive reasoning problems. This encourages the model to lay out its reasoning, making it more likely to be right: https://
arxiv.org/abs/2205.11916 -
Rodney Brooks Reviews 2018 Predictions on AI and Robotics
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Posted my fifth annual review of my dated predictions from Jan 1, 2018, about self driving cars, AI/ML & Robotics, and human spaceflight. They seemed pessimistic back then, but they are standing the test of time. BONUS five new curmudgeonly predictions. https://
rodneybrooks.com/predictions-sc
orecard-2023-january-01/
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Genome-Scale Language Model Predicts Coronavirus Variants of Concern
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It is a privilege to collaborate with @arvindr_ at @argonne_lcf on genome-scale language model to predict new variants of concern for coronavirus
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Learning AI Through Online Modules and Skill Development
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3. Learning – Artificial Intelligence will revolutionize pretty much all spheres of work and living. I planned to deepen my grasp of AI, by doing 5 online modules. I didn’t finish them. I had also identified a few modules on Crypto, but not finishing them was intentional! 🙂
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AI Advances in Human-Like Edge Detection with Line Drawing Models
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Human-like edge detection has been a complex problem in Computer Vision for decades, but it is getting much better:
— AI Breakfast (@AiBreakfast) 1 janvier 2023
"Learning to generate line drawings that convey geometry and semantics" – links, demo, and paper below ↓ pic.twitter.com/Vb7r4wADXmHuman-like edge detection has been a complex problem in Computer Vision for decades, but it is getting much better: "Learning to generate line drawings that convey geometry and semantics" – links, demo, and paper below ↓
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AI Research Paper and Demo on Informative Drawings
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demo: https://
huggingface.co/spaces/carolin
eec/informativedrawings
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github: https://
github.com/carolineec/inf
ormative-drawings
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paper: https://
arxiv.org/abs/2203.12691 -
2022 AI Progress Foundation for Greater 2023 Advances
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2022 has been a great year for AI progress. Excitingly, this has laid a foundation for even more progress in 2023. Happy New Year, friends!
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2023 Tech Wishes: AI, Learning, Video, Open Models, Robotics
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In 2023, may your: – Generative AI produce beautiful images & text
– Active Learning framework ask the right questions – generations be as beautiful as image
– Model be OSS without censors
– Robotics simulation be faithful to real world Happy New Year everyone!