Mechanism Explorer

Experiment-specific personas for iterative explanation development.

Developing explanations of human behavior is central to building theories that connect observations, generate predictions, and guide further discovery. Mechanism Explorer lets researchers ask experiment-grounded synthetic participants why they responded as they did, question their accounts, and compare the predictions that different explanations imply.

• Experiment-grounded personas

  Ask synthetic participants why they responded as they did — grounded in real pretreatment data and the exact stimuli they saw.

• Blinded, counterfactually validated

  Mediators stay sealed until mechanism maps are hash-locked, then ablation scorecards test which cues actually drove the ratings.

Mechanism Explorer — blinded causal mechanism discovery research.