Rye Country Day School

AI & Cognitive Learning Framework

Making responsible progress toward AI proficiency without sacrificing scholarship

The AI & Cognitive Learning Framework reinforces the same four capacities of the Portrait of a Graduate: the Critical Thinker who questions AI outputs and sources, the Reflective Collaborator who treats AI as a partner rather than a ghostwriter, the Authentic Communicator whose voice drives the final results, and the Compassionate Citizen who weighs the ethical and environmental implications of using these tools. The framework gives teachers and students a shared language for protecting those capacities as AI becomes more integrated in academic work.

Framework Competencies

Cognitive Learning

An active mental process focused on how thinking, evaluating, and problem solving connect new information to existing knowledge.

Critical Evaluation

Actively fact-checking, assessing sources, claims, and ideas for accuracy, bias, and quality.

Responsible & Ethical Use

Never sharing personal information, being transparent about the use of AI tools, and understanding its environmental impact.

Constructive Collaboration

Working with peers, teachers, and experts to deepen understanding and explore new opportunities to solve problems.

AI Literacy

Understanding how AI works, where it succeeds, and where it falls short.

1

No AI

All thinking and submitted work is fully independent of AI.

Lower SchoolMiddle SchoolUpper School
Suggested Use

In-class assessments, tests, in-class essays, timed writing. Default for any unspecified assignment.

Watch Out For

Over-reliance on recall without understanding; difficulty organizing independent thought when AI scaffolding is absent.

Suggested Evidence
  • Original submission without any assistance from AI
  • No AI log required
Key Competencies
Cognitive LearningCritical Evaluation
2

AI for Clarification

AI is used only to explain concepts or define terms. It should not generate ideas, brainstorm, or outlines.

Middle SchoolUpper School
Suggested Use

Homework reading, studying for tests, concept review. AI acts like a dictionary or tutor.

Watch Out For

Watch for scope creep: students sliding from "explain this concept" into "explain what I should argue." The teacher should speak with the student when this happens.

Suggested Evidence
  • AI session log (prompt + response)
  • Short written reflection on what was clarified
Key Competencies
Cognitive LearningCritical EvaluationResponsible & Ethical Use
3

AI for Planning

AI may assist students in pushing their own thinking further and building on ideas they have already developed independently.

Upper School
Suggested Use

Low-stakes homework assignments, shorter papers, and problem sets. Student submits an initial idea, concept, or outline, then uses AI to challenge it.

Watch Out For

Copying AI-generated rewrites verbatim; losing student voice; AI changes that subtly alter meaning without the student noticing.

Suggested Evidence
  • Original Draft (no AI)
  • Either full or excerpts of AI session log
  • Reflection on Changes
Key Competencies
Critical EvaluationResponsible & Ethical UseConstructive CollaborationAI Literacy
4

AI as Collaborator

AI offers feedback, new ideas, and possible gaps on a draft the student has already completed.

Upper School
Suggested Use

Long-term projects, research papers, and data collection for presentations. Student completes the assignment, then uses AI for structured feedback.

Watch Out For

Accepting AI ideas without reviewing/vetting them; AI shaping the student's thinking rather than the student directing AI.

Suggested Evidence
  • Original Draft (no AI)
  • Either full or excerpts of AI session log
  • Reflection on Changes
Key Competencies
Critical EvaluationResponsible & Ethical UseConstructive CollaborationAI Literacy
5

AI as Co-Creator

AI generates content that the student curates, evaluates, and synthesizes into a disclosed final product.

Upper School
Suggested Use

Teacher-unlocked only. Complex projects, creative and media work, or professional workflow simulation. Full disclosure is mandatory.

Watch Out For

Students relinquishing the core learning challenge to AI. Productive struggle disappears when AI becomes the author. Students must stay in the director's seat.

Suggested Evidence
  • Full AI interaction log
  • Authorship checkpoint documentation
  • Disclosure statement
  • Before/after artifact comparison
Key Competencies
Critical EvaluationResponsible & Ethical UseConstructive CollaborationAI Literacy