CascadeLedger: Counterfactual Auditing of Information and Resource Integrity in LLM Cascades

Miaobo Hu, Shuhao Hu, Xiaobo Guo +4

We introduce CascadeLedger, a counterfactual execution-audit framework for budgeted language-model cascades. The protocol enforces call-before-read semantics, binds successful read…