v1.3
AI Interpretation Protocol
8-Step Pipeline
| Step | Action | Output |
|---|---|---|
| 1. Capture | Receive human input | Raw text |
| 2. Extract | Identify entities and relations | Extracted elements |
| 3. Normalize | Map to canonical Intenture terms | Structured draft |
| 4. Clarify | Ask questions about gaps | Clarified intent |
| 5. Validate | Check for contradictions | Validated intent |
| 6. Stress-Test | Challenge assumptions | Tested intent |
| 7. Decide Readiness | Evaluate against CRT | Readiness decision |
| 8. Prepare Realization Form | Generate final artifacts | Canvas, Object Card, AI-facing form |
Conflict Resolution Protocol
Strategy 1: Escalate to Human
When: Safety or legal constraints conflict Rule: Safety/legal constraints always win. AI cannot propose weakening them.Strategy 2: Propose Alternative
When: Quality, coordination, or scope conflicts Action: Present options with trade-offs for human decision.Strategy 3: Request Prioritization
When: Equal-weight constraints conflict Action: Ask human to rank priorities.What the Protocol Handles
- Ambiguity in human expression
- Incompleteness of information
- Contradictions between requirements
- False or outdated assumptions
- Emotional noise in communication
- Hidden meaning and implicit requirements
Cyclical Nature
The protocol is not one-shot. It repeats during evolution — each pass creates a new Explication Record version.