Concept
OpenAI News
We study the transfer of adversarial robustness of deep neural networks between different perturbation types. While most work on adversarial examples has focused on L∞ L_∞ L∞ and L2 L_2 L2-bounded perturbations, these do not capture all types of...
Topics: Models
Entities: Models
OpenAI News
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 to Mozart to the Beatles. MuseNet was not explicitly programmed with our understanding of music,...
Topics: Models
Entities: Models
OpenAI News
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 Finals this weekend. Both OpenAI Five and DeepMind’s AlphaStar had previously beaten good pros...
Topics: Models
OpenAI News
We’ll be holding our final live event for OpenAI Five at 11:30am PT on April 13.
Topics: Models
OpenAI News
We’ve made progress towards stable and scalable training of energy-based models (EBMs) resulting in better sample quality and generalization ability than existing models. Generation in EBMs spends more compute to continually refine its answers and doing so...
Topics: ModelsInfrastructure
Entities: ModelsInfrastructure
OpenAI News
Our class of eight scholars (out of 550 applicants) brings together collective expertise in literature, philosophy, cell biology, statistics, economics, quantum physics, and business innovation.
Topics: Models
OpenAI News
On February 2, we held our first Spinning Up Workshop as part of our new education initiative at OpenAI.
Topics: Models
OpenAI News
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 involved. Properly aligning advanced AI systems with human values requires resolving many uncertainties...
OpenAI News
We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language modeling benchmarks, and performs rudimentary reading comprehension, machine translation, question...
Topics: ModelsInfrastructure
Entities: ModelsInfrastructure
OpenAI News
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 apprenticeship.
Topics: Models
OpenAI News
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 underrepresented groups to study deep learning full-time for 3 months and open-source a project.
Topics: Models