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Module 04

The Human Element

Authenticity, Relationships & Meaning

The argument

The hard part isn't the technology. It's what happens to attention, trust, and meaning when machines can generate anything. We close with the capstone — a governance document scoped to one AI system in your work, that your organization can act on.

What you build with

4 interactive widgets

Synthetic Media Eval preview

Sample from the live course

Synthetic Media Eval

  • 01Synthetic Media Eval
  • 02AI Disclosure Generator
  • 03Provenance Verifier
  • 04Parasocial Self-Assessment
The Human Element concept

Authenticity, Relationships & Meaning

The Human Element.

Capstone Governance Document artifact

The artifact

Capstone Governance Document

A capstone governance document scoped to one AI system in your work — your final, defended deliverable, reviewed by your cohort and signed off by the instructors.

Quiz preview

50 questions. 80% to pass.

Three sample questions in the same style. The live course has more — and they're harder than they look.

  1. Question 01

    An AI companion app collects parasocial conversation data from teens. Which framework most directly governs the consent question?

    • a)GDPR
    • b)CCPA
    • c)OCAP
    • d)CARE
  2. Question 02

    C2PA, watermarking, and disclosure labels address different parts of the synthetic-media trust problem. Which one is most resistant to circumvention by a motivated bad actor?

    • a)Visible disclosure labels
    • b)Invisible watermarks
    • c)Cryptographic provenance (C2PA)
    • d)Detection classifiers
  3. Question 03

    A user reports an emotional dependency on a chatbot. The first responsibility of the deploying organization is to:

    • a)Increase guardrails on the model
    • b)Disclose the synthetic nature of the relationship and offer human support paths
    • c)Limit usage time
    • d)Refer the user to terms of service