Metacognition

AI Literacy in Education, Educational Innovation, Metacognition

Prompting to Thinking: How Quadruple Loop Learning Changes AI Use metacognition and AI

Doc Meador / May 18, 2026

Much of the public conversation around artificial intelligence in education focuses on prompting.

AI Literacy / Learning Theory, AI Literacy in Education, Educational Innovation, Metacognition

Quadruple Loop Learning: Why AI Requires More Than Reflection AI in education LAIR Framework

Doc Meador / May 15, 2026

For years, educators have encouraged students to reflect on their learning. Reflection matters. It helps learners ask, “What did I do?” and “How can I improve?” But artificial intelligence has changed the learning enviro…