Thank You Cassandra. Very, very helpful. I am growing evermore positive and respectful of AI and its exciting capabilities. By the same token, individuals like Ohm, who demonstrate all of AI's capacity plus the wherewithal to accurately fact check AI, generate even more respect from folks like me who are on the margins of science.