Is Affective Computing A Bridge Too Far? It’s Not Like We Always Know What We’re Emoting. Right? The aspirational power of artificial intelligence and machine learning is objectivity – and now, increasingly, explainability. The last thing we need are applications that mimic human emotions or try to interpret what their human partners are feeling to react in some pre-programmed ways. Or is it?