AGI Ranker vs Ilya Sutskever's 30 Papers

AGI Ranker: rigorous open AI benchmark aggregator. 10 benchmarks distilled into one 0-100 AGI Score per frontier model. No imputation, public corrections.

Explore the deep learning reading list Ilya Sutskever gave John Carmack, with free audio explainers for AlexNet, ResNet, Transformers, scaling laws, and more.

About AGI Ranker

AGI Ranker: rigorous open AI benchmark aggregator. 10 benchmarks distilled into one 0-100 AGI Score per frontier model. No imputation, public corrections. AGI Ranker measures how close each frontier AI is to AGI. Heads up: Reasoning has only 2 benchmarks (ARC-AGI-2 and AIME 2025) and most models have only one measured. More reasoning benchmarks (FrontierMath, SimpleBench) are queued for activation once roster coverage is broad enough. Capability is the same score as that area's own tab.

About Ilya Sutskever's 30 Papers

Explore the deep learning reading list Ilya Sutskever gave John Carmack, with free audio explainers for AlexNet, ResNet, Transformers, scaling laws, and more. These courses, books, and code-heavy pieces do not currently have a ListenDock audio episode. When legendary game programmer John Carmack decided to move into AI, he asked OpenAI co-founder Ilya Sutskever what he should read. Ilya handed him a list of around thirty works and said that learning them would cover 90% of what matters in modern deep learning.