Selling and marketing expense -- $20 million (12% of revenue), down from $60 million (24%), as performance marketing spend ...

Can you maybe just talk about how discussions with pharma customers have been trending so far this year, particularly as interest in AI appears to be evolving? And I am curious where de-identified ...