Commercializing Trustworthy AI

Evaluate the different business models for consumer AI assistants, including subscriptions, ads, data partnerships, and enterprise licensing. How do each of these models affect user trust, privacy, content quality, and safety incentives? Build a framework for deciding when advertising in an AI tool is acceptable, what guardrails are needed, and how a company can avoid turning convenience into manipulation.