Back to TGE 1257 - Ethics in Applied Technology

Part 2: Heuristics Investigation

Authors: Clayn D. Lambert
License: CC BY-SA 4.0

Topic Outcomes

Part 2: Learning Outcomes

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By the end of Part 2, you should be able to:

  • Distinguish your actual decision-making patterns from what you think you should do

  • Excavate role-specific heuristics, principles, and "if/then" rules you actually use

  • Navigate AI-guided self-discovery interviews with honest self-examination

  • Recognize cross-role tensions and competing decision-making approaches

  • Create a baseline understanding of your personal ethical "operating system"

Topic Summary

Distinguish Actual from Aspirational Decision-Making

Students will identify the ethical patterns they actually use rather than what they think they should do or wish they did.

Evidence of Learning:

  • Can articulate genuine behavioral patterns rather than idealized responses

  • Recognizes gaps between stated values and actual decision-making practices

  • Demonstrates honesty about uncomfortable or inconsistent patterns

Excavate Role-Specific Ethical Heuristics

Students will discover the decision-making patterns, principles, and "if/then" rules that guide their behavior in different roles.

Evidence of Learning:

  • Identifies 2-3 core principles that actually drive decisions in each role

  • Names 2-3 character traits they try to embody in each role

  • Articulates 3-5 "if/then" decision rules they actually use in each role

  • Documents 25-35 specific heuristics across all their roles

Navigate AI-Guided Self-Discovery Interview Process

Students will use AI as an interviewer to uncover decision-making patterns through guided conversation and scenario-based questioning.

Evidence of Learning:

  • Allows AI to probe for contradictions and inconsistencies

  • Responds to scenario-based questions with concrete examples

  • Engages authentically with uncomfortable self-examination

  • Maintains focus on actual behavior rather than staying abstract

Recognize Cross-Role Tensions and Patterns

Students will identify where different roles create competing decision-making approaches and conflicting priorities.

Evidence of Learning:

  • Explains how they decide which role "wins" when obligations conflict

  • Identifies patterns that appear across multiple roles

  • Recognizes where role expectations contradict each other

  • Articulates decision-making algorithms that transcend specific roles

Create Baseline for Philosophical Framework Analysis

Students will establish their personal ethical reasoning patterns as a foundation for comparing with formal ethical frameworks throughout the semester.

Evidence of Learning:

  • Produces structured summary of heuristics organized by role

  • Documents complete interview conversation for ongoing reference

  • Creates clear baseline understanding of current ethical "operating system"

  • Establishes personalized starting point for exploring formal philosophical traditions

Topic Sources

NA

Topic Authors

Clayn D. Lambert