AI & Data for Asset Management

Machine learning earns its place in transformer work where there is real ground truth to learn from, and not where a standard already gives a deterministic answer. This section covers where the honest benchmarks actually sit, why fitting a model to another model’s health index only reproduces its bias, and what it takes to forecast a gas trajectory rather than restate the present.