I’ve had plenty of productive “water cooler” conversations. Especially with people from other teams, as we don’t interact with each other much. Cross pollinating ideas in a large organisation is conducive to spontaneous creativity.
However, neither of our statements are very useful as they are just anecdotes, a result of our personal experiences.