State of AI Report 2022

Explore the 2022 report.

Explore the key findings from the October 2022 report. Each topic brings together the original slides, questions, and source-linked evidence.

AI progress

Text-to-image models, independent labs, and the case for more training data.

Video pretraining in Minecraft, search tools, and grounded robot planning.

NVIDIA’s research footprint and the cost of frontier experimentation.

Copilot commercialization, clinical pipelines, and a changed investment market.

Large-scale structure prediction, real-world control, and scientific reproducibility.

The CHIPS Act, manufacturing lead times, and the limits of rapid reshoring.

Research capacity, human feedback, and the limits of alignment methods.

9 forecasts for the following twelve months, with their original thresholds and conditions.