BrickBench: Evaluating Agentic Brick Design
BrickBench is a benchmark for testing AI agents' ability to design physical LEGO sets from text prompts. Agents must select parts and reason about constraints to create assemblies that are physically buildable, semantically correct, and aesthetically good. The research found that while agents master physical and semantic requirements, they still fail to match the quality of human designs.