I wonder if the question is more existential (though with real life implications) and if AI is able to predict over under odds on such disposition on the possible aliens toward us?
If ‘THEY’ are out there, the THEY are far more advanced than we are.
That is no guarantee that they are a benevolent society.
THEY may be like the Spanish Conquistadores when they first met the Aztecs and Incas..................