We braze carbide, cermets, ceramics, etc. to steel with AWS Bag alloys. We create a physical bond as well as a chemical (intermetallic) bond.
If I were analyzing these pictures as though they were our joints I would say that the first one showed little if any intermetallic formation while the second one showed a very nice intermetallic layer and was a much stronger bond.
Tom