João Mateus Cunha Diniz Arantes

The Fixation of Belief in Machines: Disciplined Contestation as an Alternative to Mutual Adversarial Oversight

Current approaches to artificial intelligence reliability are inspectional: opaque models are first trained, and their reliability is evaluated through interpretability, red-teaming, or oversight by equally opaque models. This generates an unaudited regress of overseers, as each...

The Fixation of Belief in Machines: Disciplined Contestation as an Alternative to Mutual Adversarial Oversight

Current approaches to artificial intelligence reliability are inspectional: opaque models are first trained, and their reliability is evaluated through interpretability, red-teaming, or oversight by equally opaque models. This generates an unaudited regress of overseers, as each...