ALE Physics

Where we stand

Beyond a benchmark.
Real science challenges.

1. Human baselines are optional.Useful when they exist. Never required, never the ceiling.
2. Beyond reproduction.Matching a known result is not the goal. Going past it is.
3. Unsolved, or improvable.New answers to open problems, or better ones than we have, such as a faster quantum algorithm.
4. Open-ended, still measured.Every problem has an evaluation. It is harder to build, never optional.

The scientist's job is changing.

Scientists set the target. Agents find the path.

1. FindSpot the problems that matter, and pin them down.
2. FormalizeTurn each one into a precise statement.
3. EvaluateDesign an evaluation complete enough to trust.
4. GuideSteer agents at a high level toward better solutions.

AI for Science is not, and will never be, a zero-sum game. Let's be ambitious. Let's tackle scientific problems that have long been beyond our reach, rather than treating “human baselines” as the ceiling of what's possible.