36 lines
1.2 KiB
Markdown
36 lines
1.2 KiB
Markdown
---
|
|
id: wiki-2026-0508-interpretability-vs-explainabili
|
|
title: Interpretability vs Explainability
|
|
category: 10_Wiki/Topics
|
|
status: duplicate
|
|
canonical_id: wiki-2026-0508-explainable-ai-xai
|
|
duplicate_of: "[[Explainable-AI-XAI]]"
|
|
aliases: [interpretability, explainability, distinction]
|
|
source_trust_level: A
|
|
confidence_score: 0.93
|
|
verification_status: redirected
|
|
tags: [duplicate, interpretability, xai]
|
|
last_reinforced: 2026-05-10
|
|
github_commit: pending
|
|
---
|
|
|
|
# Interpretability vs Explainability
|
|
|
|
> **이 문서는 [[Explainable-AI-XAI]] 의 specialization 입니다.** Canonical 문서로 redirect.
|
|
|
|
## 핵심 요약 (distinction)
|
|
- **Interpretability**: 매 model 의 internal mechanism 의 understand (mechanistic).
|
|
- **Explainability**: 매 specific prediction 의 explanation (post-hoc).
|
|
- 매 둘 의 spectrum, 매 strict boundary X.
|
|
- 매 modern: 매 mechanistic interpretability (Anthropic SAE) 의 매 deep learning 의 inside.
|
|
|
|
## 🔗 Graph
|
|
- 부모: [[Explainable-AI-XAI]] (canonical)
|
|
- Adjacent: [[Feature Clamping (피처 고정)]] · [[Ethics & AI]]
|
|
|
|
## 🕓 변경 이력
|
|
| 날짜 | 변경 |
|
|
|---|---|
|
|
| 2026-05-08 | Phase 1 |
|
|
| 2026-05-10 | 중복 처리 — canonical 문서로 redirect |
|