Simulation Engineering AI Primer

Simulation engineering · Module 6

Reading the AI hype cycle for engineering

For CAE engineers who need to pressure-test claims without becoming reflexively dismissive.

The hype-cycle trap in engineering is binary thinking: either AI replaces simulation or it is useless.

The better question is where AI reduces search cost, comparison cost, documentation cost, or review latency while preserving engineering accountability.

A claim is more credible when it names the workflow boundary and the failure mode.

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Scaffold source: docs/runbooks/phase-1-vertical-primers.md#e011