// notes on building AI systems that survive production
blog/
Teams default to LLMs for everything now. But for classification, ranking, and prediction tasks with labeled data, classical ML is often faster, cheaper, and more reliable.
A decision framework for health tech CTOs evaluating whether to build internal AI capabilities or integrate third-party solutions. Spoiler: it depends on your data moat.