Thanks to everyone who attended either of the two events I was involved in this week. I moderated a panel on music careers at the Music Mark Conference in Southampton on Tuesday. And we had a webinar on Wednesday to launch the latest IMPALA One Step Ahead report all about trends and developments around music AI. Thank you for listening. And here are some of the slides!