What's this about?
DecoEvo co-evolves two skills — a problem-solver and the rubric-generator that grades it — while decoupling their scores so one can't game the other into collapse.
Why it matters
Self-grading systems tend to collapse when solver and judge co-adapt; decoupling the scores (57 upvotes) is a clean idea for keeping automated curricula honest.