"I've Seen How This Goes": Characterizing Diversity via Progressive Conditional Surprise

Matthew Khoriaty, David Williams-King, Shi Feng

Measuring the diversity of creative outputs is central to evaluating post-training mode collapse, comparing decoding strategies, and quantifying creative behavior in both AI and hu…