Total AI Interactions
Processed Locally
Stored Memories
Governance Pipeline
Every AI response passes through 6 independent safety checks
Intent Recognition
Classifies your query type for appropriate response style
Boundary Enforcement
Ensures AI never prescribes values or makes governance decisions
Pressure Monitoring
Detects low confidence and triggers honest uncertainty disclosure
Response Verification
Pre-flight checks for completeness and logical consistency
Source Validation
Cross-references claims against real sources, blocks hallucinations
Value Deliberation
Detects value tensions and suggests community polls when appropriate
Powered by Guardian Agents
Steps 4 and 5 — Response Verification and Source Validation — are powered by Guardian Agents. Every factual claim is checked against your community's source material using mathematical measurement (embedding cosine similarity), not another AI guessing. Each claim receives a confidence badge visible to you.
What AI Remembers About You
Stored preferences and learned patterns
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AI Interaction History
Every AI operation performed on your data
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Response Governance
Every AI response passes a 3-gate quality system
Intent Recognition
Active
Boundary Enforcement
Active
Pressure Monitoring
Active
Response Verification
Active
Source Validation
Active
Value Deliberation
Active
What This Means For You
- AI never tells you what to do about values - it presents options
- Responses are verified against real sources before you see them
- When AI is uncertain, it acknowledges limitations
- Every factual claim shows a confidence badge — you always know how certain the AI is
Pending AI Inferences
AI wants to remember these things about you. Approve or reject.