One minor problem, AI’s might be asked to solve problems with no known solutions (EG:write code that solves these test cases) and might be pitted against one another (EG:find test cases for which these two functions are not equivalent)
That’s definitely something people might ask the AI to do during deployment / inference, but during training via SGD, the problem the AI is asked to solve has to be one in which the trainer knows an answer for, in order to calculate a loss and a gradient.
That’s definitely something people might ask the AI to do during deployment / inference, but during training via SGD, the problem the AI is asked to solve has to be one in which the trainer knows an answer for, in order to calculate a loss and a gradient.