Nagarajan was describing what he saw at the ASAE annual conference, where association leaders had moved past experimenting and were actually shipping AI work. He has, in his own words, been beating the drum about AI for years, which makes the disavowal at the end of the answer the surprising part. The measure he offers instead is whether members' lives are better, not whether the technology is impressive.