CASCADE: An Agentic Regulatory Network Framework for Patient-Data-Validated Downstream Perturbation Prediction
The episode explores Jose A. Bird's CASCADE framework, an agentic system designed to predict biological gene perturbations. The hosts discuss its ability to validate predictions using real patient data, noting high accuracy with the MYC gene in various cancers, while highlighting challenges with certain transcription factors and instruction ambiguity.