It's been a while since I worked in AI research but although I worked in agent architecture and model based reasoning I was came to believe in the approach of "the world is its own best model" associated with Rodney Brooks:

https://en.wikipedia.org/wiki/Subsumption_architecture

i.e. Why put so much effort into modelling the world to allow reasoning when you can interact with the world to answer the same questions.