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Building Trust in Engineering AI: Explainability and Verification Loops

May 21, 20261 min read

TrustV&VExplainabilityAI CAEGovernance
Trust
Building Trust in Engineering AI: Explainability and Verification Loops

Visual module

Visual review map

A compact map of the article: decision, input, validation, and output.

decision-ready evidence
01

Question

제품 결정으로 바꿀 검토 질문

02

Inputs

형상, 재료, load case, 경계조건

03

Gate

V&V, 수렴, uncertainty 확인

04

Output

보고서, 위험 항목, 다음 조치

Engineering AI trust comes from scoped claims, traceable evidence, verification, validation, and residual-risk disclosure. Explanation text is useful only when it is tied to the evidence chain.

Building Trust in Engineering AI: Explainability and Verification Loops | RHX.LAB