Carolina Johnson

The Mechanism Before the Mind: An Engineering Standard for Causal Claims About Machine Learning Behavior

Machine learning research routinely treats a behavioral description as if it were a demonstrated internal mechanism, calling something "intention" or "preference" and then reasoning as though that label had been independently established rather than just applied. This paper draws that boundary formally: an observed beh...