Skip to content

5-Stage Pedagogical Script for one-on-one AI co-creation sessions

Design · All designs
Evidence · 1 claim (1 for) · 1 study (1 design), q1 · 0 of 1 report an effect size · 1 claim rests on one study

Description

A structured session protocol tutors follow to move clients from an "Oracle" mindset (expecting answers) to a "Process Partner" mindset (co-creating solutions). The article states "Sessions followed a structured protocol (Figure 2) designed to shift clients from an 'Oracle' mindset (expecting answers) to a 'Process Partner' mindset (co-creating solutions)," with stages: Problem Framing (5–10 min), Tool-Task Mapping (3–5 min), Iterative Co-Prompting (20–30 min), Deployment & Verification (10–15 min), and Ethical Reflection (3–5 min). Tutors adapt pacing and tool selection to individual clients, and each session ends with a facilitator-verified summary documenting tools used and next steps.

Design Implications

Context

Requirements

  • Tutors withhold tool suggestions until the problem is clearly scoped in Stage 1
  • Tutors calibrated by observing two sessions and co-facilitating two before leading independently
  • Ethical Reflection reframed as a required session-end checklist because it was the easiest stage to compress

Constraints

  • Debugging or deployment sometimes consumed the final minutes, making Stage 5 the easiest to compress
  • Clients often arrived with vague goals requiring additional scoping time

Target Learners

  • Mixed-ability clients: students, faculty, and staff with self-selected authentic tasks

Learning Goals

  • Prompting as specification, requirement decomposition, output verification, and ethical reflection on AI use

Claims

Examples

-

Key Sources

  • Weihao Qu, Ling Zheng, Chris Buzaid, and Daniel Crawford. 2026. LearnAI: Just-in-Time AI Co-Creation Across Disciplines at a University. https://arxiv.org/abs/2608.19164
Page metadata
Field Value
type design
id five-stage-pedagogical-script-ai-co-creation
title 5-Stage Pedagogical Script for one-on-one AI co-creation sessions
description A structured session protocol tutors follow to move clients from an "Oracle" mindset (expecting answers) to a "Process Partner" mindset (co-creating solutions).
status review
generated by process:settle-candidates on 2026-10-11
trust unverified — no one has confirmed this page's content
sources 1 — weihao-qu-ling-zheng-chris

Frontmatter is the page's machine-readable record — see the Schema & Guide.