# AI Validation for Safety-Critical Automotive Systems

DevFeed: [AI Validation for Safety-Critical Automotive Systems](<https://devfeed.tech/articles/rethinking-ai-validation-62563.md>)

Original publisher: [Read original article](<https://semiengineering.com/rethinking-ai-validation/>)

Author: Keysight

Published: 2026-09-30T07:01:53Z

Content type: article

Language: en

Sources: [Semiconductor Engineering](<https://devfeed.tech/sources/semiconductor-engineering.md>)

Topics: [Trustworthy AI](<https://devfeed.tech/topics/trustworthy-ai.md>)

Tags: [adas](<https://devfeed.tech/tags/adas.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-assurance](<https://devfeed.tech/tags/ai-assurance.md>), [ai-validation](<https://devfeed.tech/tags/ai-validation.md>), [automotive](<https://devfeed.tech/tags/automotive.md>), [autonomous-driving](<https://devfeed.tech/tags/autonomous-driving.md>), [explainability](<https://devfeed.tech/tags/explainability.md>), [iot-and-security](<https://devfeed.tech/tags/iot-and-security.md>), [keysight](<https://devfeed.tech/tags/keysight.md>), [robustness](<https://devfeed.tech/tags/robustness.md>), [trustworthy-ai](<https://devfeed.tech/tags/trustworthy-ai.md>), [whitepapers](<https://devfeed.tech/tags/whitepapers.md>)

## AI overview

The document introduces a white paper on lifecycle-based AI validation for automotive systems. It describes how perception errors can propagate into safety-critical behavior and outlines validation across function, system and domain levels, emphasizing explainability, robustness and AI assurance.

## Source excerpt

A lifecycle-driven approach for explainable and trustworthy AI by design. The post Rethinking AI Validation appeared first on Semiconductor Engineering.