We’re so lucky to have Gillian joining us today, bringing her economic insights to the question of how to build an infrastructure for AI alignment.
RESEARCH
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A Comprehensive Survey of Datasets for Large Language Models
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[DOWNLOAD 181-page PDF] A Comprehensive Survey of Datasets for Large Language Models: https://arxiv.org/abs/2402.18041
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#LLMs #NLProc #DeepLearning #MachineLearning #DataScience #BigData #GenAI #GenerativeAI #AI #DataScientists -
Foundation Models for Natural Language Processing Book Now Available
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Foundation Models for Natural Language Processing (OPEN ACCESS PDF or purchase the book): https://
link.springer.com/book/10.1007/9
78-3-031-23190-2
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#LLMs #NLProc #AI #MachineLearning #DeepLearning #DataScience #Algorithms #NeuralNetworks -
RAG Benchmarking Challenges and LLM Context Understanding Issues
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Here is a great diagram that showcases the challenges with RAG benchmarking and LLM context understanding. RAG systems are complex because of these following 4 issues. Even stuffing the context of LLM does not really alleviate the issue and usually confuses the LLM. The
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Major Tech Companies Commit to Building AI for Better Future
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We’re committed to building AI that improves lives & unlocks a better future for humanity. We’ve signed the Open Letter: Build AI for a Better Future alongside @SVAngel
, @OpenAI
, @Microsoft
, @Meta
, @Google & many others to advocate for the benefits of AI. https://
openletter.svangel.com -
17 Video Lectures on Deep Generative Models from Cornell Tech
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17 video lectures from the course Deep Generative Models (Cornell Tech, CS 6785, by @volokuleshov
): https://
youtube.com/playlist?list=
PL2UML_KCiC0UPzjW9BjO-IW6dqliu9O4B
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#AI #MachineLearning #DeepLearning #GenAI #GenerativeAI #LLMs #DataScience #DataScientists -
Open-Source AI Matches Gemini Video Capabilities with Novel Training
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Move over Gemini, open-source AI has video tricks of its own A team of researchers used a novel approach to training AI models and extended Meta's Llama 2 to achieve similar feats to Google's Gemini. https://
zdnet.com/article/move-o
ver-gemini-open-source-ai-has-video-tricks-of-its-own/
… @GoogleAI @Meta -
Impact of Benchmark Improvements on Real User Experience
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I’d really love to know what kind of meaningful difference a percentage point or two on a benchmark has on an end user experience if anyone has done work on that!
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Language Models Approach Human-Level Forecasting Capabilities
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Approaching Human-Level Forecasting with Language Models Halawi et al.: https://
arxiv.org/abs/2402.18563 #ArtificialIntelligence #DeepLearning #MachineLearning -
Ethical Human-Centered AI Solutions for Educational Machine Learning
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How can we develop ethical, human-centered, and equitable AI solutions for education? Here scholars outline how their research informs a more conscientious and effective method for designing machine learning algorithms in education and beyond.