Aleatoric and epistemic uncertainty are separate fields
46.2 / 78.2
NATIVE WEBGL / WEBXR
Interactive spatial model
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DERIVED RESULT
Condition record and proof
PROOF CHECKS PASS
The deterministic result proves the declared synthetic software behavior for this input. It does not certify a real system or establish legal liability.
Out-of-distribution status is explicit
OUTSIDE VALIDATED RANGE
High ignorance can trigger abstention despite model confidence
HOLD — INSUFFICIENT EPISTEMIC SUPPORT
EQUIVALENT REPRESENTATIONS
Visual, table, and text views
Spatial arrangement
Different uncertainty dimensions occupy separate axes. The scene never collapses them into one confidence or safety score.
The 3D scene is an additional representation. The table and text below contain the authoritative accessible state.
| Node | Type | State | Detail | Position |
|---|---|---|---|---|
| Observed variation | aleatoric | qualified | Aleatoric: 46.2 | -2, 0, 0 |
| Model ignorance | epistemic | invalidated | Epistemic: 78.2 | 2, 0, 0 |
| Source independence | evidence | qualified | Independence: 45.0 | 0, 0, 2 |
| Distribution status | distribution | invalidated | OUTSIDE VALIDATED RANGE | 0, 0, -2 |
| Model output | model | qualified | Output confidence: 83.7% | 0, 2, 0 |
| Abstention state | safe | hold | HOLD — INSUFFICIENT EPISTEMIC SUPPORT | 0, -2, 0 |
| From | Relationship | To |
|---|---|---|
| u1 | contributes | u5 |
| u2 | contributes | u5 |
| u3 | qualifies | u5 |
| u4 | qualifies | u5 |
| u5 | governed_by | u6 |
Text description
Different uncertainty dimensions occupy separate axes. The scene never collapses them into one confidence or safety score.
Declared proof invariants
- aleatoric and epistemic uncertainty remain separate
- out-of-distribution conditions remain visible
- abstention is a successful system state
SYNTHETIC TECHNOLOGY DEMONSTRATION — This scene uses fictional or abstract data to explain assurance, provenance, uncertainty, authority, human judgment, governance, acquisition, and distributed systems. It is not an operational targeting, planning, command, legal-advice, or force-authorization system.
SOURCE REPORTS