Part 8/8:
Shapiro’s demonstration underscores a fundamental principle: context is king in AI. By augmenting contexts—whether through recalling personal history or integrating external knowledge—AI systems can generate responses that are not only more accurate but also more ethical, empathetic, and actionable.
This approach represents a significant step toward AI that understands subtleties of human experience and can support sensitive decision-making, especially in complex domains like child development, mental health, and behavioral intervention. As Shapiro suggests, the next frontier involves automating this process fully, paving the way for smarter, more responsible AI systems that deeply understand their "worlds."