65 karma · joined December 16, 2021
I don't need to do this discussion, this is basic introductory education and consent in University courses about AI and especially about system engineering verification and certification, which is required for most customers on a large scale and mission critical purposes.
Not particularly the best comparison, we are talking here about applications and services which we sell and we have to make sure that we have the confidence that we can trust our own systems and the customer can rely on our word and engineering skills. Right now we are still in the primordial soup of AI. As long as we do not have proper methods to verify and certify our models, they are dangerous and unpredictable.
This is not a new issue but is heavily researched in the certifiable AI area. If you just turning million knobs randomly based on an architecture and the biased data you have, of course you don't really known what you are doing.