Exploring Future of Huminity With Deep Learning

Can we explore our future by using and understanding Deep learning?

I’m not sure what “explore our future” means.
Can you define it more clearly?

Prediction and forecasting

That is entirely what Machine Learning does.
It creates a model by using a labeled dataset, so that predictions can be made.

The success depends entirely on whether a suitable dataset exists (or can be created).