Superintelligence, explained.
Plain-English guides to where AI is heading, and a live explorer showing exactly how fast it’s getting better.
Start here
Six short guides. Read in order, or dip in.
What is superintelligence?
What people mean by the word, and why it’s taken seriously.
AI, AGI and ASI: the difference
Three terms that get mixed up constantly, sorted in one page.
How AI progress is measured
Benchmarks, what they test, and why they stop being useful.
Scaling, simply
Why more compute and data kept making models better.
Alignment: keeping AI on our side
The problem of getting powerful systems to do what we intend.
Fast or slow takeoff?
The debate over how quickly AGI could become superintelligence.
The tests, in one line each
Five benchmarks cover most of what matters. Tap any to see its full history.
- GPQA DiamondGraduate-level biology, chemistry and physics questions that are hard to look up.Best score today 96%
- SWE-bench VerifiedFixing real bugs in open-source Python projects so the tests pass.Best score today 84%
- FrontierMathUnpublished research-level maths problems with answers a computer can check.Best score today 94%
- Humanity’s Last ExamThousands of expert questions across 100+ subjects, chosen to stump AI.Best score today 55%
- ARC-AGI-2Visual grid puzzles that are easy for people and new to every model.Best score today 95%