Conventional conferences with fixed speakers, tracks, and panels are like trains. To stimulate new practical thinking in emergent areas, a conference needs to be like a hot-air balloon: able to drift a little and explore while still being steerable in real-time. A hot-air balloon conference creates and maintains a space for productive uncertainty. I derive some learnings about this type of unconventional conference from a recent AI conference in Singapore.