Source library and review standards

Research should be visible, not implied.

Use this library to reach the primary guidance behind our courses and tools. Local law, institutional policy, contracts, and professional advice may impose additional requirements.

Library reviewed September 4, 2026

Author and reviewer

Brannon Fissette, Ed.D., MBA

Brannon is an independent-school leader, educator, and systems thinker whose work spans senior leadership, teaching and learning, faculty development, technology, school operations, cybersecurity, and organizational improvement. He serves as a Director of Information Technology and has led educator professional learning in instructional innovation, responsible AI use, emerging technologies, and STEM integration.

How content is developed

From source to classroom decision.

  1. Define the learning problem.Start with the decision educators or learners must make, not with an AI feature.
  2. Check primary guidance.Consult original standards, government guidance, research, and official style sources where applicable.
  3. Translate without overstating.Separate requirements from recommendations and identify when local policy or professional review must come first.
  4. Design for application.Use scenarios, reflection, discussion, and practical artifacts so learners can practice judgment.
  5. Review and revise.Revisit materials as technology, official guidance, research, and school needs change.

Primary-source library

Read the guidance directly.

Human-centered AI in educationGuidance for Generative AI in Education and ResearchUNESCOStudent learning and ethicsAI Competency Framework for StudentsUNESCOOrganizational riskArtificial Intelligence Risk Management FrameworkNISTPrivacy riskPrivacy FrameworkNISTSchool leadershipEmpowering Education Leaders: A Toolkit for Safe, Ethical, and Equitable AI IntegrationU.S. Department of EducationStudent privacyPrivacy and Education TechnologyU.S. Department of EducationMLA citationHow do I cite generative AI?MLA Style CenterAPA citationHow to cite ChatGPTAPA StyleChicago citationCitation, Documentation of Sources: Generative AIChicago Manual of Style
A note about scope

Ethical AI Classroom provides educational resources, not legal advice. Schools should involve the people responsible for privacy, security, accessibility, curriculum, student services, procurement, employment, and legal compliance before adopting consequential policy.

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