openai OpenAI Codex Outperforms Standard Language Models in Python Code Generation Researchers introduce Codex, a GPT model fine-tuned on GitHub code that successfully solves nearly 29 percent of Python programming challenges. A distinct version of this model currently powers the GitHub Copilot coding assistant.
deepmind DeepMind Database Provides Predicted Structures for 200 Million Proteins DeepMind expands its AlphaFold database to include predicted structures for over 200 million known proteins, offering a massive free resource for global scientific research.
github GitHub Copilot Raises Security and Legal Concerns in Early Testing Early testers of GitHub's AI coding assistant Copilot encounter issues ranging from synthesized API keys to copyright and ethics questions.
openai GitHub Copilot Reveals Unexpected Shift in AI Language Model Applications GitHub and OpenAI release Copilot, an AI pair programmer built on a specialized version of GPT-3 called Codex. The tool highlights how general-purpose language models are finding unexpected success in structured domains like programming.
openai GitHub Copilot Reveals Unexpected Shift in AI Language Model Applications OpenAI and GitHub release Copilot, an AI pair programmer built on a specialized version of GPT-3 called Codex. The tool highlights how general-purpose language models often find their most successful use in specific, structured domains like programming.
arxiv Top Trending AI Research Papers on arXiv Highlighted for June 2021 A new roundup showcases the most tweeted artificial intelligence research papers uploaded to arXiv during June 2021. Notable highlights include an open-source system for detecting cactus diseases and a new method for efficiently fine-tuning large language models.
deepmind DeepMind AGI Research Highlights Widespread Unreadiness for Ethical AI A groundbreaking DeepMind paper argues that reinforcement learning accelerates the path to artificial general intelligence, raising urgent ethical concerns.
diffusion models New Diffusion Models Surpass GANs in High-Resolution Image Synthesis Researchers demonstrate that diffusion models achieve state-of-the-art image sample quality, outperforming GANs by using improved architectures and classifier guidance. The models achieve record-breaking scores across various ImageNet resolutions while maintaining excellent distribution coverage.
openai OpenAI Develops New Method to Reduce GPT-3 Bias and Toxicity OpenAI publishes a study claiming a simple new approach mitigates bias, toxicity, and harmful outputs in its GPT-3 language model. The technique allows developers to guide a model's tone and ethical behavior using specific prompts and small datasets.
machine learning Machine Learning Drives Modern AI Growth After Overcoming Early Winters Machine learning accounts for how computers become smart and currently dominates the AI industry with massive funding. The technology overcomes past setbacks by using massive web-generated data to learn without explicit programming.
artificial intelligence IEEE Spectrum Highlights Machine Learning Flaws in 2021's Top AI Stories The top artificial intelligence stories of 2021 focus heavily on the fundamental problems and flaws within modern machine learning systems. These notable articles reveal a growing industry awareness of current technological shortcomings.
artificial intelligence Industry Experts Forecast Accelerated AI Adoption and Innovation for 2021 Twenty technology leaders share their AI predictions for 2021, forecasting rapid growth in areas like algorithmic commerce and healthcare following a transformative 2020. The global pandemic serves as a major catalyst for this ongoing digital evolution.
ai Curated GitHub List Highlights Major AI Research Breakthroughs of 2021 A new GitHub repository comprehensively catalogs the most significant artificial intelligence research papers from 2021. The resource provides video explanations, in-depth articles, and code for each listed breakthrough.
artificial intelligence Major AI and Machine Learning Research Trends Shaping 2021 Artificial intelligence research in 2021 focuses heavily on improving large language models, addressing algorithmic bias, and advancing computer vision. Key areas include making transformers more efficient and expanding AI capabilities across multiple languages.
artificial intelligence Top AI and Machine Learning Research Trends Shape 2021 Artificial intelligence research in 2021 focuses heavily on improving large language models and addressing their ethical flaws. Key areas of innovation include natural language processing, computer vision, and reinforcement learning.