H∞P Training module
The Victim Register
Red-teaming reports from the perspective of the populations being assessed.
Appears in tracks
Training module
What this module teaches
A report is stress-tested from the standpoint of the person downstream who absorbs the cost of smoothed, sanitised, or abstracted evidence.
Participants learn
- How AI-generated summaries can erase pain, uncertainty, and dissent.
- How to move from institutional vantage point to affected-person vantage point.
- How to preserve community risk in evidence workflows.
Practice work
- Choose a report claim and identify who pays if it is wrong.
- Rewrite an AI-smoothed summary from the affected-person perspective.
- Flag where abstraction has become operationally unsafe.
Outputs
- Victim Register worksheet
- Affected-person stress test
- Revision prompts for social evidence
Deeper practice
How this module can expand in a workshop
Long-form teaching material should consolidate the SI/M&E artifact, Detection Arc material, and episode 90 references.
In a live session this can become exercises, review prompts, templates, and team-specific examples.