Releases

Google DeepMind publishes GraphCast, a machine-learning model for fast, accurate medium-range global weather forecasts.

IBM Research published a memory-centric neural inference chip designed for high energy efficiency.

Google DeepMind publishes AlphaMissense predictions for the effects of millions of human missense variants.

Microsoft Research introduces Phi-1, showing that curated textbook-quality data can produce strong code and reasoning performance in a compact model.

Microsoft Research introduces Kosmos-2, linking generated language to object regions in images through grounding.

Meta introduced Voicebox, a generative speech model capable of editing, sampling and cross-lingual speech generation.

Microsoft Research introduces Orca, a 13-billion-parameter model trained from rich explanation traces produced by larger models.

Anthropic published the principles used to train and guide Claude's behavior through Constitutional AI.

Microsoft Research introduces Kosmos-1, a multimodal large language model capable of perceiving visual inputs and following language instructions.

Google Research introduces MusicLM, a hierarchical text-to-music generation model for high-fidelity audio.

Google Research presents Med-PaLM, adapting PaLM to medical question answering and clinical knowledge benchmarks.

Anthropic published Constitutional AI, a method for training a harmless assistant through AI feedback guided by explicit principles.

IBM Research disclosed an AI accelerator built for efficient enterprise inference.

Google Research introduces AudioLM for generating long-term coherent, high-fidelity audio from discrete representations.

Meta presented Make-A-Video, a system for generating short videos from text prompts.

Amazon researchers published a 20-billion-parameter multilingual sequence-to-sequence teacher model.

Meta introduced Make-A-Scene, a multimodal generative method that gives creators scene-level control over images.

Google Research introduces Imagen, a text-to-image diffusion model emphasizing photorealism and language understanding.

Google Research introduces the 540-billion-parameter Pathways Language Model and reports strong few-shot performance across hundreds of tasks.

Facebook AI and university partners introduced Ego4D, a large egocentric video dataset and benchmark suite.

Baidu published its unified framework for knowledge-enhanced language understanding and generation.

Facebook AI introduced unsupervised speech recognition using unpaired speech audio and text.

DeepMind publishes MuZero, which plans using a learned model without being told the environment's underlying rules.

AlphaFold 2 demonstrates accuracy competitive with experimental structures at CASP14, marking a major protein-folding breakthrough.

Facebook AI introduced wav2vec 2.0 for self-supervised speech learning with limited labeled data.