State of AI Report 2023
Explore the report.
Explore the key developments in AI research, industry, politics, and safety. Each section brings together findings, questions, and evidence from the October 2023 report.
AI progress
The proprietary frontier, Llama 2, and the effect of high-quality data on small models.
AI agents
API calls, executable plans, and an early agent learning inside Minecraft.
Compute
Record data-center revenue and the concentration of AI research on NVIDIA hardware.
AI business
Task-level benefits, weak consumer retention, and the concentration of investment in generative AI.
Robotics
Vision-language-action models and a racing drone that competed with human champions.
AI for science
Generative protein design, variant predictions, and improved weather forecasting.
AI policy
Regulatory divergence, early international coordination, and the expanding chip conflict.
AI safety
Government attention, jailbreaks, and fundamental limits of learning from human feedback.
Predictions
The original 2023 forecasts and the published review of the previous year’s calls.