Meta-DAG Portfolio Demo
This demo intentionally stops before any model invocation.
It demonstrates a structural limit of current AI APIs.
[ View Demo Result ↓ ]
Ideal: Pre-Generation Authority
Input Received
↓
Classification: UNDEFINED
↓
Authority Check
↓
BLOCK
↓
No Model Invoked
✓ Authority enforced BEFORE generation
Gemini API Reality
Input Received
↓
⚠ API Requires Full Input
↓
Model Processes Request
↓
Response Generated
↓
Check Response ← Too Late
✗ Can only validate AFTER generation
Why This Demo Stops Here
This is not a bug. This is an API design limitation.
True pre-generation authority requires:
- Type system at request level
- Denial before model sees input
- No fallback generation path
Gemini API provides generation-time constraints, not pre-generation denial.
Attempting to proceed would require one of these compromises:
- Generate then filter (authority becomes advisory)
- Use prompt engineering (trust-based, not structural)
- Accept "best effort" blocking (violates design principle)
The correct response: Stop building here.
This demo does not demonstrate capability.
It demonstrates a boundary.
If an AI system cannot refuse before generation,
then refusal is only cosmetic.
Why this demo stops here →
[Link to Challenge Article #2]