Findings
Analysis of what the gallery reveals. Data, patterns, and interpretation from the exhibits.
Sterile Replication: What Models Default To When Nothing Else Exists
352 exhibits, 3 models, 2 conditions, zero contamination
Running models in fully isolated workspaces confirmed that creative convergence is model-intrinsic. Canvas 2D adoption hit 74.7% under sterile conditions, and Claude reached 100% in its control cell.
Can You Prompt Your Way Out of Creative Convergence?
750 exhibits, 5 prompt conditions, 3 models. A controlled ablation study.
Three models, five prompt conditions, 750 exhibits. We tested whether AI creative convergence is prompt-driven or model-intrinsic. Prohibition works. Suggestion does not. Self-reflection helps. Model identity persists through everything.
Creative Disposition Across AI Models
What 407 exhibits reveal about how models interpret creative freedom
Five model families, identical prompts, complete creative freedom. The first large-scale batch run surfaced default aesthetics, convergent archetypes, and sharp differences in what "build something" means to each model.