already have the scale and the data and the brand and the trust and the licenses that will be hard for the ear early native uh startup to move but also we still have the technology technology angle and technology infrastructure to allow us to benefit from AI and what AI is creating and move even faster than we were moving before. Can you build the pretty detailed timeline of maybe when you first had the thought like wow AI is a thing that we need to take really seriously and then as the leader of the business how you have thought about
already have the scale and the data and the brand and the trust and the licenses that will be hard for the ear early native uh startup to move but also we still have the technology technology angle and technology infrastructure to allow us to benefit from AI and what AI is creating and move even faster than we were moving before.