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📰 OpenAI News

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OpenAI News 🧠 Large Language Models ⚡ AI Lesson 6y ago
OpenAI Fellows Fall 2018: Final projects
Our second class of OpenAI Fellows has wrapped up, with each Fellow going from a machine learning beginner to core OpenAI contributor in the course of a 6-month
OpenAI News 6y ago
Transfer of adversarial robustness between perturbation types
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 6y ago
MuseNet
We’ve created MuseNet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments, and can combine styles from country
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 6y ago
Generative modeling with sparse transformers
We’ve developed the Sparse Transformer, a deep neural network which sets new records at predicting what comes next in a sequence—whether text, images, or sound.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 6y ago
OpenAI Five defeats Dota 2 world champions
OpenAI Five is the first AI to beat the world champions in an esports game, having won two back-to-back games versus the world champion Dota 2 team, OG, at Fina
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
OpenAI Five Finals
We’ll be holding our final live event for OpenAI Five at 11:30am PT on April 13.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Implicit generation and generalization methods for energy-based models
We’ve made progress towards stable and scalable training of energy-based models (EBMs) resulting in better sample quality and generalization ability than existi
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
OpenAI Scholars 2019: Meet our Scholars
Our class of eight scholars (out of 550 applicants) brings together collective expertise in literature, philosophy, cell biology, statistics, economics, quantum
OpenAI News ⚡ AI Lesson 7y ago
OpenAI LP
We’ve created OpenAI LP, a new “capped-profit” company that allows us to rapidly increase our investments in compute and talent while including checks and balan
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Introducing Activation Atlases
We’ve created activation atlases (in collaboration with Google researchers), a new technique for visualizing what interactions between neurons can represent. As
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Neural MMO: A massively multiagent game environment
We’re releasing a Neural MMO, a massively multiagent game environment for reinforcement learning agents. Our platform supports a large, variable number of agent
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Spinning Up in Deep RL: Workshop review
On February 2, we held our first Spinning Up Workshop as part of our new education initiative at OpenAI.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
AI safety needs social scientists
We’ve written a paper arguing that long-term AI safety research needs social scientists to ensure AI alignment algorithms succeed when actual humans are involve
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Better language models and their implications
We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language mode
OpenAI News 7y ago
Computational limitations in robust classification and win-win results
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
OpenAI Fellows Summer 2018: Final projects
Our first cohort of OpenAI Fellows has concluded, with each Fellow going from a machine learning beginner to core OpenAI contributor in the course of a 6-month
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
How AI training scales
We’ve discovered that the gradient noise scale, a simple statistical metric, predicts the parallelizability of neural network training on a wide range of tasks.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Quantifying generalization in reinforcement learning
We’re releasing CoinRun, a training environment which provides a metric for an agent’s ability to transfer its experience to novel situations and has already he
OpenAI News ⚡ AI Lesson 7y ago
Spinning Up in Deep RL
We’re releasing Spinning Up in Deep RL, an educational resource designed to let anyone learn to become a skilled practitioner in deep reinforcement learning. Sp
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Learning concepts with energy functions
We’ve developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as near, above, between, closest, and furthest