MaxSAT-Based Feedback

SIGNAL ANALYSIS

Vision-Language Models lack explicit mechanisms for enforcing constraints in structured visual reasoning tasks, such as Sudoku. MaxSAT-based feedback addresses this limitation by guiding VLMs with constraint satisfaction. This approach reflects growing pressure on developing more robust and interpretable models for complex reasoning tasks.