CAE primer
Simulation Engineering AI Primer
A scaffolded Phase 1 learner journey for AI-augmented simulation, time-series reasoning, ISO 26262 implications, HPC boundaries, and evaluation discipline.
For the sim/CAE engineer at an automotive or aerospace OEM who needs the substantive read on AI-augmented simulation.
Primer walkthrough videoRecording in progress
Transcript field ready for curriculum authoring.
- Module 1AI-augmented simulation in 2026For sim/CAE engineers who want substance before vendor demos set the terms.
- Module 2How time-series reasoning extends into simulation outputsFor CAE teams comparing AI claims against the structure of real simulation data.
- Module 3ISO 26262 and ASIL implications when AI participates in simulationFor automotive simulation engineers thinking about safety evidence and tool confidence.
- Module 4What HPC and AI look like togetherFor teams whose simulation work still depends on local clusters, queues, and governed artifacts.
- Module 5The substrate layer below AI-augmented CAEFor engineering teams asking what changes under the user-facing demo.
- Module 6Reading the AI hype cycle for engineeringFor CAE engineers who need to pressure-test claims without becoming reflexively dismissive.
- Module 7How to evaluate AI-augmented simulation toolingFor teams that want to learn from demos without getting captured by them.
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Wilfrid is the course tutor we're building for the Simulation engineering vertical. Edwy keeps this public primer lightweight; Wilfrid is where a future learner can practice the topic in depth.
I read all of this - what now?
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