AI Commercialization at the Crossroads: When Chat Interfaces Meet Advertising

Advertising inside AI conversations creates a conflict between helpful answers, commercial ranking, and user trust.nnThe durable product questions are disclosure, relevance, attribution, privacy, and whether users can understand why a recommendation appeared.

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