Everything on AGI Benchmarks

The "Einstein Test" serves as a practical benchmark for AGI: the ability to derive new theories from existing data. LLMs cannot pass this test because they cannot create new representations or manifolds to explain anomalous data.

Impact: Provides a clear, high-bar metric for evaluating AI progress, distinguishing between sophisticated pattern matching and true general intelligence.

— from LLM Limits: Correlation vs Causation for AGI · AI + a16z· Mar 17, 2026