Prof. Krishna Deo Singh Chauhan and Prof. Anupriya · Volume 15(2)

The article argues that the central failure in AI regulation is one of vision rather than of law, because regulators apply familiar categories to systems that conceal exploitative architectures, and it offers categorical scepticism, functional classification and pre-emptive scrutiny as correctives.