post://art-a-modular-transformer-that-abstains-instead-of-guessing
ART: a modular transformer that abstains instead of guessing
ART splits reasoning into six stages with explicit uncertainty and refuses when evidence runs out. GSM8K 55.6 percent at 0.29x cost in our runs.