Alibaba’s Amap CEO Guo Ning: Real-World Understanding Is AI’s Scarcest Resource

Guo's framing shifts the competitive question for consumer AI from model quality to data ownership: whoever maps the physical world most densely controls the input layer that generative tools cannot synthesize. Amap's move to stretch spatial intelligence across the entire decision-to-arrival chain positions it less as a maps utility than as an intent-capture layer, putting it in closer competition with local-services and travel platforms than with search. Whether that chain translates into durable usage rather than a rankings-release talking point is the open question.