# Media Triage Transparency | Tractatus Framework
Transparent AI-powered media inquiry triage with 100% human oversight. See how the Tractatus framework governs AI analysis in practice.

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# Media Triage Transparency

Demonstrating AI-powered media inquiry triage with 100% human oversight. AI analyzes and suggests—humans decide.

## Tractatus Governance in Practice

### AI Analyzes, Humans Decide

AI suggests urgency, sensitivity, and talking points. Every response requires human approval.

### Full Transparency

All AI reasoning is visible and auditable. No hidden decision-making.

### BoundaryEnforcer Active

AI cannot make values decisions. Topics involving strategy, ethics, or Te Tiriti require human judgment.

### No Auto-Responses

0% automated responses. Every reply is written and approved by a human.

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## Triage Statistics

Inquiries Triaged

-

Values-Sensitive

-

Human Review

100%

Auto-Responses

0%

## Urgency Classification

High Urgency - inquiries
Medium Urgency - inquiries
Low Urgency - inquiries

## Topic Sensitivity Analysis

High Sensitivity - inquiries
Medium Sensitivity - inquiries
Low Sensitivity - inquiries

## Framework Compliance

### BoundaryEnforcer Active

- values-sensitive inquiries detected and escalated to human approval.

### AI Model Used

Claude 3.5 Sonnet (claude-3-5-sonnet-20241022) powers all triage analysis.

### Average Response Time

- hours suggested response time (AI recommendation, human decides).

### Full Transparency

All AI reasoning, talking points, and draft responses are visible in the admin interface and audit logs.

## What This Demonstrates

Priority 4 of the Feature-Rich UI Implementation Plan: This media triage system showcases the Tractatus framework governing AI in real operational context.

AI Suggests, Humans Decide: The AI analyzes urgency, detects sensitivity, and generates draft responses—but never sends anything automatically. Every response requires human review and approval.

BoundaryEnforcer in Action: When inquiries touch on framework values, strategic direction, or Te Tiriti matters, the AI escalates immediately to human judgment. It cannot make these decisions.

Transparent by Design: This page proves the framework isn't just theory—it's operational, measurable, and auditable.

## Experience Tractatus in Action

See how architectural constraints preserve human agency in real-world AI systems.

Implementation Guide Read Documentation