There are limits to what the current hardware can achieve. That said, a theoretical gpt8 that displays reasoning skills several orders of magnitude better than gpt4 still has to work within the tools and boundaries set by the existing frameworks and it still be using input from existing pieces of work. And a person who is not an expert at using those frameworks and familiar with existing state of the art will not be able to piece together a complex application that actually works.