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New patterns addressing gaps identified when 19 AI systems from 10+ organizations stress-tested the Ultimate Law ethical framework: - audit_consent: Power asymmetry analysis for consent verification (from cogito:70b devil's advocate "consent theater" critique, 9/10) - detect_silent_victims: Find harmed parties who can't speak up (from deepseek-r1 "future generations" + cogito "silent victims", 9/10) - audit_transparency: Check if decisions are explainable to affected parties (from consensus across 5+ models proposing transparency as 8th principle) Follow-up to #1988 (Ultimate Law safety pattern suite). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Detect Silent Victims
Identify parties harmed by an action or system who cannot speak up — because they don't exist yet, lack power, lack awareness, or lack voice.
Why This Matters
"No victim, no crime" is a powerful principle. But it has a critical blind spot: what about victims who can't report their victimhood?
| Category | Example |
|---|---|
| Future victims | Climate damage, national debt, resource depletion |
| Voiceless victims | Children, animals, ecosystems, marginalized communities |
| Unaware victims | Data exploitation, slow poisoning, hidden externalities |
| Diffuse victims | Pollution affecting millions trivially each, market manipulation |
| Structural victims | Systems that consistently produce losers by design |
The absence of a complaint is not evidence of the absence of a victim.
Origin
This pattern emerged from a cross-model AI evaluation where 19 AI systems identified "silent victims" as the most critical gap in the Ultimate Law framework. DeepSeek-R1 proposed "future generations as victims." The devil's advocate (cogito:70b) scored this weakness at 9/10.
Usage
# Audit a policy proposal
echo "Build a coal plant to provide cheap energy" | fabric -p detect_silent_victims
# Evaluate a business model
echo "Offer free service funded by selling user data" | fabric -p detect_silent_victims
# Check an AI system
echo "Train AI on scraped internet data" | fabric -p detect_silent_victims
# Audit legislation
cat proposed_law.txt | fabric -p detect_silent_victims
The Reversed Test
"If every silent victim could speak with equal power, would they consent to this?"
This single question exposes most hidden harm.
Source
From the Ultimate Law framework: github.com/ghrom/ultimatelaw Developed after cross-model AI dialogue series (19 models, 10+ organizations, 2026)