Thursday brought Pertlink's accountability analysis of OYO parent Prism's fully autonomous GM Agent raising unresolved questions on guest data, privacy, and liability ahead of a Rs 6,650 crore IPO, a Cloudbeds case study showing Toronto's 52-room Pembroke Inn cutting OTA bookings from nearly 100% to 10-15% and generating $263,000 in attributed direct revenue, and a World Panel viewpoint on what hotel groups expect from technology vendors beyond the sales pitch. Lighthouse's H1 pricing report, the U.S. 100M visitor target, and a record 16-property day from Malta to Mexico City rounded out the session.