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Gwern.net newsletter (Substack subscription page)
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November 2021 News
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‘newsletter’ directory
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Changelog
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Gwern Branwen Creating Essays on Gwern.net
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https://openai.com/blog/introducing-text-and-code-embeddings/
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Text and Code Embeddings by Contrastive Pre-Training
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https://platform.openai.com/docs/guides/embeddings/use-cases
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Learning robust perceptive locomotion for quadrupedal robots in the wild
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Rapid Locomotion via Reinforcement Learning
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Concurrent Training of a Control Policy and a State Estimator for Dynamic and Robust Legged Locomotion
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Robot peels banana with goal-conditioned dual-action deep imitation learning
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Robot Peels Banana With Deep Learning, UT ISI Lab
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Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
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M5 accuracy competition: Results, findings, and conclusions
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StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
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Alias-Free Generative Adversarial Networks
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Progressive Growing of GANs for Improved Quality, Stability, and Variation
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Projected GANs Converge Faster
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Vision Transformer: An Image is Worth 16×16 Words: Transformers for Image Recognition at Scale
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In vitro neurons learn and exhibit sentience when embodied in a simulated game-world
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https://community.arm.com/arm-community-blogs/b/high-performance-computing-blog/posts/deep-learning-episode-4-supercomputer-vs-pong-ii
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Podracer architectures for scalable Reinforcement Learning
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Word Golf
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ML Scaling subreddit
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ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
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ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
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CTRL: A Conditional Transformer Language Model For Controllable Generation
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Yuan 1.0: Large-Scale Pre-trained Language Model in Zero-Shot and Few-Shot Learning
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WebGPT: Browser-assisted question-answering with human feedback
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WebGPT: Improving the factual accuracy of language models through web browsing
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Openai/universe: Universe: a Software Platform for Measuring and Training an AI's General Intelligence across the World's Supply of Games, Websites and Other Applications.
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Why Tool AIs Want to Be Agent AIs
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https://ai.meta.com/blog/harmful-content-can-evolve-quickly-our-new-ai-system-adapts-to-tackle-it/
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Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases
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Improving language models by retrieving from trillions of tokens
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A Mathematical Framework for Transformer Circuits
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In-Context Learning and Induction Heads
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Magna Alta Doctrina
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Brain Efficiency: Much More Than You Wanted to Know
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AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts
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Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey
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Mining for strong gravitational lenses with self-supervised learning
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https://www.reddit.com/r/mlscaling/comments/rjkypd/lgs_exaone_a_300bparameter_multimodal_transformer/hp4bb6v/
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L-Verse: Bidirectional Generation Between Image and Text
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Introducing the AI Research SuperCluster—Facebook’s cutting-edge AI supercomputer for AI research
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LaMDA: Language Models for Dialog Applications
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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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scaling-hypothesis#blessings-of-scale
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‘inner monologue (AI)’ directory
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Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
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Announcing GPT-NeoX-20B
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Moore’s Law, AI, and the pace of Progress
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Kakaobrain/mindall-E: PyTorch Implementation of a 1.3B Text-To-Image Generation Model Trained on 14 Million Image-Text Pairs
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Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
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A comprehensive map of genetic relationships among diagnostic categories based on 48.6 million relative pairs from the Danish genealogy
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Genome-wide analyses of ADHD identify 27 risk loci, refine the genetic architecture and implicate several cognitive domains
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Genome-wide association meta-analysis identifies 29 new acne susceptibility loci
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Every Pore on Your Face Is a Walled Garden
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Haploidy in somatic cells is induced by mature oocytes in mice
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https://www.science.org/content/article/this-scientist-accused-supplement-industry-of-fraud-now-his-own-work-is-under-fire
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https://statmodeling.stat.columbia.edu/2022/08/28/the-latest-scientific-fraud-story-as-is-so-often-the-case-people-had-been-warning-us-about-this-guy-for-a-long-time-but-the-people-in-charge-werent-listening/
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https://www.science.org/content/article/star-botanist-likely-made-data-about-nutritional-supplements-new-probe-finds
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Dream Interpretation from a Cognitive and Cultural Evolutionary Perspective: The Case of Oneiromancy in Traditional China
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Diversity Training Goals, Limitations, and Promise: A Review of the Multidisciplinary Literature
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The evolution of quantitative sensitivity
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Why Some Animals Can Tell More From Less: Researchers find that densely packed neurons play an outsize role in quantitative skill—calling into question old assumptions about evolution
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Like a Lemon to a Lime, a Lime to a Lemon
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Results of a 5-Year n-of-1 Growth Hormone Releasing Hormone Gene Therapy Experiment
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The lungfish cocoon is a living tissue with antimicrobial functions
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The Insights Psychedelics Give You Aren’t Always True: The study of false—sober—insights teaches us to be wary of accepting every realization from psychedelic trips without critical thinking
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Polytetrafluoroethylene (PTFE) Ingestion as a Way to Increase Food Volume and Hence Satiety Without Increasing Calorie Content
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Nicotine contents in some commonly used toothpastes and toothpowders: a present scenario
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04#perfume
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oldest-food
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A Personal View of Average-Case Complexity
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Understanding sources of inefficiency in general-purpose chips
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From fish out of water to new insights on navigation mechanisms in animals
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2022-givon-goldfishdrivingvideo.mp4
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Surprisingly Robust In-Hand Manipulation: An Empirical Study
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A Large-Scale Characterization of How Readers Browse Wikipedia
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The Complete, Untold History of Halo
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Iron and The Soul by Henry Rollins
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https://www.metopera.org/season/in-cinemas/2021-22-season/eurydice-live-in-hd/
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Puella Magi Madoka Magica (Anime)
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https://www.fanfiction.net/s/7406866/1/To-the-Stars
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The Explore-Exploit Dilemma in Media Consumption
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book#the-empty-box-and-the-zeroth-maria-mikage-2009
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The Making of Final Fantasy VII
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1973-gonagai-devilman-ryouakira-finalendingscene.jpg
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Theory and Analysis:Final Scene in End of Evangelion
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EoE Live Sequence and Alternate Endings
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anime#concurrency
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Review of Space Battleship Yamato
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Kemono Friends (Anime)
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MLP: Immanetizing The Equestrian
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Kemono Friends—Opening
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https://www.youtube.com/watch?v=FyIlS5K7WKs
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https://x.com/abubu_newnanka
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Kemono Friends - Raccoon-San Mansion
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What Its Like to Become a Fan of Kemono Friends In 2020
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Idiot Ball
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