AI AGENTS
Why Knowing Machine Learning Today Is Less About Models and More About Real‑World Constraints
Hook Knowing machine learning today means recognizing that a model is only as useful as the data pipeline, compute budget, and governance framework that surround it. In other words, a shiny neural net is not a silver bullet; it’s a piece of hardware that will fail spectacularly if you