Isabella's AI-Powered News Aggregator

AI-Powered Learning bringing you YOUR best news

Last checked: 4 minutes ago

Sentiment Analysis

9674
Positive
13553
Negative
33503
Neutral
❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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 involved. Properly aligning advanced AI systems with human values requires resolving many uncertainties related to the psychology of human rational...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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 modeling benchmarks, and performs rudimentary reading comprehension, machine translation, question answering, and summarization—all without task...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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 apprenticeship.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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. Since complex tasks tend to have noisier gradients, increasingly large batch sizes are likely to become useful in the future, removing one...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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 helped clarify a longstanding puzzle in reinforcement learning. CoinRun strikes a desirable balance in complexity: the environment is simpler...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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, expressed as sets of 2d points. Our model learns these concepts after only five demonstrations. We also show cross-domain transfer: we use...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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 demonstrating how to decompose a task into simpler sub-tasks, rather than by providing labeled data or a reward function. Although this idea is in...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

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 underrepresented groups to study deep learning full-time for 3 months and open-source a project.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

The International 2018: Results

OpenAI Five lost two games against top Dota 2 players at The International in Vancouver this week, maintaining a good chance of winning for the first 20–35 minutes of both games.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI Five Benchmark: Results

Yesterday, OpenAI Five won a best-of-three against a team of 99.95th percentile Dota players: Blitz, Cap, Fogged, Merlini, and MoonMeander—four of whom have played Dota professionally—in front of a live audience and 100,000 concurrent livestream viewers.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Learning dexterity

We’ve trained a human-like robot hand to manipulate physical objects with unprecedented dexterity.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI Scholars 2018: Meet our Scholars

Our first class of OpenAI Scholars is underway, and you can now follow along as this group of experienced software developers becomes machine learning practitioners.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI Five Benchmark

The OpenAI Five Benchmark match is now over!

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Learning Montezuma’s Revenge from a single demonstration

We’ve trained an agent to achieve a high score of 74,500 on Montezuma’s Revenge from a single human demonstration, better than any previously published result. Our algorithm is simple: the agent plays a sequence of games starting from carefully chosen states from the demonstration, and learns from t...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI Five

Our team of five neural networks, OpenAI Five, has started to defeat amateur human teams at Dota 2.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Improving language understanding with unsupervised learning

We’ve obtained state-of-the-art results on a suite of diverse language tasks with a scalable, task-agnostic system, which we’re also releasing. Our approach is a combination of two existing ideas: transformers and unsupervised pre-training. These results provide a convincing example that pairing sup...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI Fellows Fall 2018

We’re now accepting applications for the next cohort of OpenAI Fellows, a program which offers a compensated 6-month apprenticeship in AI research at OpenAI.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

AI and compute

We’re releasing an analysis showing that since 2012, the amount of compute used in the largest AI training runs has been increasing exponentially with a 3.4-month doubling time (by comparison, Moore’s Law had a 2-year doubling period)[^footnote-correction]. Since 2012, this metric has grown by more...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

AI safety via debate

We’re proposing an AI safety technique which trains agents to debate topics with one another, using a human to judge who wins.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Evolved Policy Gradients

We’re releasing an experimental metalearning approach called Evolved Policy Gradients, a method that evolves the loss function of learning agents, which can enable fast training on novel tasks. Agents trained with EPG can succeed at basic tasks at test time that were outside their training regime, l...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Report from the OpenAI hackathon

On March 3rd, we hosted our first hackathon with 100 members of the artificial intelligence community.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI Scholars

We’re providing 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Ingredients for robotics research

We’re releasing eight simulated robotics environments and a Baselines implementation of Hindsight Experience Replay, all developed for our research over the past year. We’ve used these environments to train models which work on physical robots. We’re also releasing a set of requests for robotics res...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI hackathon

Come to OpenAI’s office in San Francisco’s Mission District for talks and a hackathon on Saturday, March 3rd.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Preparing for malicious uses of AI

We’ve co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these threats. This paper is the outcome of almost a year of sustained work with our colleagues at the Future of Humanity Institute, the Centre for the Study of Ex...

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

OpenAI supporters

We’re excited to welcome new donors to OpenAI.

Log in to bookmark articles and create collections

❌
Dismiss
🔖
Bookmark
OpenAI Blog • • EN
Open ↗

Interpretable machine learning through teaching

We’ve designed a method that encourages AIs to teach each other with examples that also make sense to humans. Our approach automatically selects the most informative examples to teach a concept—for instance, the best images to describe the concept of dogs—and experimentally we found our approach to...

Log in to bookmark articles and create collections

🔥 Trending Topics

AI
499 articles
7 sources
Italy
409 articles
1 sources
World
327 articles
4 sources
General
266 articles
1 sources
Italy
152 articles
3 sources
Switzerland
41 articles
1 sources
General
37 articles
1 sources
Business
33 articles
1 sources

💡 Popular Searches

OpenAI AI Switzerland Italy Climate Politics Technology Business