According to @godofprompt on Twitter, leveraging the Theory of Knowledge (TOK) framework in understanding AI-driven business concepts exposes the hidden assumptions and mental models that often hinder effective decision-making. By decomposing AI business models into questions around perceived knowledge, validation sources, and observer effects, businesses can avoid surface-level understanding and instead foster deeper insights into AI system adoption, deployment, and strategy. The prompt encourages first principles thinking, highlighting how social proof and industry consensus around AI trends may not always correlate with real-world causation or business outcomes. This approach enables organizations to identify knowledge gaps between executives, developers, and end users, ultimately leading to more robust business strategies and reducing the risk of failure in AI implementation. (Source: @godofprompt, Twitter, Dec 8, 2025)