Irreducibly Human curriculum

A curriculum series mapping the intelligences the AI era most urgently requires against the ones the curriculum stopped teaching.

The five capacities the series develops: plausibility auditing, problem formulation, tool orchestration, interpretive judgment, and executive integration. These are not soft skills. They are the cognitive infrastructure for working with powerful tools without being replaced by them.

Gru is the first product in the series: a software design document consultant that holds the line on problem formulation before a single line of code is written.

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