Notes taken from Product Tank Leeds, Wednesday 19 November 2025. Contents * Talk 1 notes: Mark Palfreeman — Rejecting a culture of experimentation * Talk 2 notes: Jennifer Riordan — Building your backlog: leveraging user research * Talk 3 notes: John Steward — Sustainable AI for the design and delivery of greener products * Patterns and themes