Drawing on philosophy of mind, learning sciences, and sociotechnical governance, this chapter advances a simulation first framework that harvests instructional dividends of AI while preserving human primacy. We codify ontological hygiene that separates functional mimicry from phenomenal realization, define discursive and interface semantics that calibrate trust, and supply evaluation matrices...