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📰 OpenAI News

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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
OpenAI News 7y ago
Plan online, learn offline: Efficient learning and exploration via model-based control
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Reinforcement learning with prediction-based rewards
We’ve developed Random Network Distillation (RND), a prediction-based method for encouraging reinforcement learning agents to explore their environments through
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
Learning complex goals with iterated amplification
We’re proposing an AI safety technique called iterated amplification that lets us specify complicated behaviors and goals that are beyond human scale, by demons
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
OpenAI Scholars 2019: Applications open
We are now accepting applications for our second cohort of OpenAI Scholars, a program where we provide 6–10 stipends and mentorship to individuals from underrep
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
OpenAI Fellows Winter 2019 & Interns Summer 2019
We are now accepting applications for OpenAI Fellows and Interns for 2019.
OpenAI News 7y ago
FFJORD: Free-form continuous dynamics for scalable reversible generative models
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 7y ago
OpenAI Scholars 2018: Final projects
Our first cohort of OpenAI Scholars has now completed the program.