[bsoles]

> I've seen across my work experience in different domains; teams defaulting to ML when fundamental engineering would work better.

In my current field (predictive maintenance), there are (in)famous examples and papers using multi-layer deep networks for solving anomaly detection problems, where a "single" line of basic Matlab code (standard deviations, etc.) performs better than the proposed AI solution. Publish or perish, I guess...