AI4 min read
Artificial Intelligence
Clean your AI's input, not its reasoning. The speed gains are absurd.
Researchers at CRIL demonstrate that preprocessing techniques preserving model counts dramatically speed up model sampling, enumeration, and direct access queries when formulas are compiled into d-DNNF circuits. The study tests 1,425 benchmarks and shows that removing defined variables with compatible orderings solves up to 47 more instances than no preprocessing.
2026-07-29