January 9, 2026Judging
Valid answers beyond one exact string
Input-aware validation started accepting structurally valid alternatives for permutation-style tasks.
What changed
- Input-aware validation started accepting structurally valid alternatives for permutation-style tasks.
- The judging model began distinguishing exact-output problems from many-valid-answer problems.
- Learners were less likely to fail because they produced a different but valid answer.