PyINE: A Framework for Scalable Elicitation and Oversight via Code Execution

Pierre-Luc St-Charles, Alessandro Palmas, Damiano Fornasiere +5

Reasoning models can remain capable of solving a task while still defaulting to cheaper but misleading shortcuts. This creates a central oversight problem: when a model gives an an…