Only if we know the entire learning trajectory of AI (including the training data) and high-resolution interpretability mapping along the way. If we don’t have this, or if AI learns online and is not inspected with mech.interp tools during this process, we don’t have any ways of knowing of any “deep beliefs” that AI may have, if it doesn’t reveal them in its behavior or “thoughts” (explicit representations during inferences)
Only if we know the entire learning trajectory of AI (including the training data) and high-resolution interpretability mapping along the way. If we don’t have this, or if AI learns online and is not inspected with mech.interp tools during this process, we don’t have any ways of knowing of any “deep beliefs” that AI may have, if it doesn’t reveal them in its behavior or “thoughts” (explicit representations during inferences)