The fact that AI lacks comprehensive long-term memory is not a major issue, as humans also do not accurately remember everything.
However, we possess a set of workflows that include goal-oriented reasoning, execution, verification, and error correction capabilities. A crucial aspect of this process is the ability to conduct problem-oriented inquiries. These are the most critical aspects of product and engineering design in AI applications, directly impacting user experience.
If one merely integrates a collection of model APIs, it‘s impossible to solve any complex problems or tasks.