Automated Generation of Complexity-Validated Decision Scenarios Using Large Language Models

Abdalla Doleh, Toni Somers, Ratna Babu Chinnam

Cognitive decision-making research depends on diverse scenarios with carefully controlled complexity, yet manual production is slow, inconsistent, and biased. We developed an autom…