The center for auto ownership at American University. My name is caroline and im attack professor and managing director of the Kogod Tax Policy Center here in the kogod schoolt to introduce you to the time of Tax Policy Center forli those of you who dont know us. We are a nonpartisan Research Center housed in the kogod school of business and we put out research on issues ranging from Small Business tax literacy and education to tax cpliancecht workforce and gig workers, access to capital challenges of Business Owners and partlyor today Tax Administration modernization challenges. Add kogod as though more broadly we are experts on ai, analytics and Digital Transformation. And we built this expertise into research and curriculum. For example, our Research Center earlier this year together witha government urges research on how tax agencies can effectively adopt and administration. This research reflect opportunities and challenges of agencies using ai, and we were able wn, some commissio