PLATFORM / UNCERTAINTY ARCHITECTURE
Unknown is a valid answer.
Keep aleatoric uncertainty, epistemic uncertainty, distribution status, evidence completeness, source dependence, and model disagreement visible.
BOUNDARY
TECHNICAL ANSWERABILITY, NOT AUTOMATED LIABILITY.
Evulgare does not decide who is legally liable. It preserves the technical and institutional history necessary for responsible humans and institutions to understand what happened.
01Confidence does not imply truth
02High confidence can coexist with high ignorance
03Contradiction must not be normalized away
04Abstention is a successful state
EXPECTED OUTPUT LANGUAGE
USE
- Records support…
- Records do not establish…
- Evidence is incomplete…
- Multiple contributing factors exist…
- Further review required…
DO NOT USE
- Guilty
- Innocent
- Liable
- Fault percentage
- Blame score