Evolving-artifact course organization: each module's output becomes the next module's input¶
Design · All designs
Evidence · no claims cited
Description¶
A course-level structural pattern in which module deliverables chain across the lifecycle so that students revisit AI-related decisions repeatedly with accumulating evidence. The article states: "A key structural principle is theevolving-artifactorganization: each module's output becomes the next module's input, so students revisit AI-related decisions repeatedly with accumulating evidence." The author identifies it as the key transferable principle for educators integrating AI into existing BPM courses.
Design Implications¶
Context¶
Requirements¶
- Group work with results delivered at each module milestone
- module sequence spanning modeling, simulation, redesign, implementation, and mining
Constraints¶
- Instantiated in a single Master-level program with a banking onboarding case; generalization to other domains or study levels requires further evidence
Target Learners¶
- Master-level university students in project-based BPM courses
Learning Goals¶
- grounding AI adoption decisions in process-level evidence accumulated across phases
Claims¶
Related Designs¶
- Banking customer-onboarding teaching case with AI-constrained fraud-screening agent
- Organization Simulation for Interdisciplinary Learning
- AI-SEE: a pedagogical framework integrating AI across the engineering curriculum as a cognitive scaffold and system-optimization resource
Examples¶
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Key Sources¶
- Amin Jalali. (2026). AI-Decision Checkpoints for AI-Augmented Business Process Management: Framework and Educational Instantiation. https://arxiv.org/abs/2610.06207
Page metadata
| Field | Value |
|---|---|
type |
design |
id |
evolving-artifact-module-chain |
title |
Evolving-artifact course organization: each module's output becomes the next module's input |
description |
A course-level structural pattern in which module deliverables chain across the lifecycle so that students revisit AI-related decisions repeatedly with accumulating evidence. |
status |
review |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — amin-jalali-2026 |
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