You want to work on AGI?
You have no choice. In Bizarre Domains like AGI, Model Free Methods are REQUIRED.
You need to moderate the reductionist stance you acquired in your education and add the ability to adopt a Holistic stance as needed.
This "holistic shift" is a serious personal paradigm shift and may take months to years. Success is not certain.