Whitepaper 4: The ADC Solution Bridge

This record documents a controlled reasoning experiment designed to evaluate the stability of diagnostic logic under known sources of ambiguity. The work applies a classification engine to published oncology literature to stress-test ratio-based interpretation under chromosomal control-site perturbations. This document is not a clinical study, does not make medical claims, and does not assert real-world therapeutic conclusions. All findings are internal classifications produced by a reasoning framework to explore interpretive robustness in existing datasets. diagnostic logicepistemic auditoncology literature reviewclassification systemsAI reasoning safety