LAIR™ framewois the Learning AI Institute’s framework for helping schools, universities, and workforce organizations build real AI capability through Literacy, Application, Interpretation, and Responsibility. It moves organizations beyond tool use toward better judgment, responsible practice, and measurable learning.
LAIR provides a clear framework for understanding and evaluating how AI is used in teaching and learning. It helps educators move beyond basic use of AI tools and focus on whether those tools are supporting meaningful, responsible learning.
Literacy – Understanding how AI works and recognizing its strengths and limitations
Application – Using AI effectively to support learning tasks and goals
Interpretation – Critically evaluating AI-generated responses and outputs
Responsibility – Using AI ethically, safely, and appropriately in educational settings


AI is rapidly becoming part of everyday classroom practice. However, access to AI tools alone does not ensure meaningful learning.
Without a clear framework, AI use can lead to shallow understanding, over-reliance, or misuse.
LAIR helps educators ensure that AI supports critical thinking, strengthens learning outcomes, and promotes responsible use.

Build AI capability through Literacy, Application, Interpretation, and Responsibility

Exploring the future of AI-enabled learning
Use the LAIR Scorecard to evaluate a classroom AI scenario and determine how well it supports effective AI literacy practices across all four dimensions.
Whether you're leading a school district, university, workforce program, or organization, the Learning AI Institute helps teams build AI capability through research, training, assessments, and implementation support.