Ubiquant's URM boosts reasoning in small models

Ubiquant researchers proposed the Universal Reasoning Model (URM), a deep learning architecture that refines the Universal Transformer framework. URM achieves best-in-class results on reasoning benchmarks like ARC-AGI and Sudoku, outperforming existing small recurrent models such as HRM and TRM without increasing parameters.