As well AI, even by automated agents and the best models so far, cannot reach the ethical and quality match of a human in terms of being limited by the input it receives. Sure it can gather some of the finest research and paths towards solving a problem quickly. However, the value of the input and outputs are predictions that sometimes do not match the quality needed for well-being. Whatever the size of the model and memory available, it is a failure to think that it will keep refining to a point of perfection. It is a matter of some probability, and every case is based on the limits of its inputs. Thereby I treat it as a tool that expands my abilities rather than a business focus to focus on profit and making it an ability that replaces quality. You cannot replace quality for speed of quantity in processing and calculation. For instance, processes in programming schools allow for quality, now being abandoned for automated checks which in themselves are the wrong way to look at things. Someone said you cannot automate quality. Oh how I wish I could find work to make sure development processes are adjusted for AI as a tool, and its automation reaches the needs of people, designers, and engineers rather than the whims of a business role.