The report card came back lower than you expected. This episode is about how a single data point from a standardized environment - one designed to measure some things and structurally miss others - becomes the story a child tells about what they are capable of. And about how to build a competence profile from outside the school's measurement window, using AI to find the pattern in what you've already been watching.

This episode draws in part on research in:

• Implicit theories of intelligence and children's responses to academic setbacks (Dweck, C. S., 2006; Mueller, C. M., & Dweck, C. S., 1998)
• Parental expectations, children's academic self-concept, and perceived task value (Eccles, J. S., Harold, R. D., & Wigfield, A., 1993)
• Self-efficacy formation through adult feedback and behavioral cues (Bandura, A., 1997)
• The construction and limits of standardized assessment as a measure of student capacity (Koretz, D., 2008)
• Gaps between standardized test performance and broader cognitive competence profiles (Darling-Hammond, L., 2010)