Transformative AGI by 2043 is <1% likely Ari Allyn-Feuer, Ted Sanders : https://
arxiv.org/abs/2306.02519 #AGI #Artificialintelligence #DeepLearning
RESEARCH
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Transformative AGI by 2043 Likelihood Assessment Study
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AI Research Highlights: LLM Optimizers and Vision Transformer Scaling Laws
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It's been a another wild month in AI & Deep Learning research. I curated and summarized noteworthy papers here: https://
magazine.sebastianraschka.com/p/ai-research-
highlights-in-3-sentences-2a1/
… Ranging from new optimizers for LLMs to new scaling laws for vision transformers. -
Otter: Multi-modal Model with Enhanced Instruction Following
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Otter is a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo developed by @laion_ai
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Guidance: Advanced Control Flow for Language Models
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Guidance enables you to control modern language models more effectively and efficiently than traditional prompting or chaining. Guidance programs allow you to interleave generation, prompting, and logical control into a single continuous flow https://
bit.ly/3J5lJCY -
Falcon vs LLaMa: Evaluation methodology comparison issues
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Cool though at the moment the comparison with Falcon doesn’t make any sense since the numbers come from two different evaluation setups (EleutherAI harness for Falcon on the leaderboard and Francis setup for LLaMa in this thread).
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New short: generate music with AI and text (MusicGEN)
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New YouTube short! It is possible to generate music using #AI with just a text and it’s amazing!! Less than 48 hours ago, @MetaAI released a new paper with the code to make #MusicGEN work. I explain it to you.
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Handling Missing Data in Data Science and Machine Learning
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Infographic: How to handle missing data. #Python3 #python #BigData #Analytics #DataScience #AI #MachineLearning #IoT #PyTorch #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #DataScientist #Programming #Coding #100DaysofCode
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AGI Safety and Governance Speaking Tour Across Asia
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thanks to the @BAAIBeijing for inviting me to speak (virtually) about the importance of AGI safety and governance; really enjoyed! now off to japan, singapore, indonesia, and australia (then home ) trip has been amazing; incredible talent and energy focused on AI everywhere
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Instruction Tuning Capabilities on Open Source Resources
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How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources Wang et al.: https://
arxiv.org/abs/2306.04751 #ArtificialIntelligence #DeepLearning #MachineLearning -
Hallucinations in AI: Beyond Surface-Level Fixes
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I think fixing today's easiest-to-find hallucinations is a much weaker bet than, say, fixing enough hallucinations that it mostly doesn't happen to anyone who doesn't go looking / that you can usually trust an AI's answers without checking them.