Juan Carlos López Castaño

Interpretability Engine Optimization: Methodology

The founding paper proposes the discipline and reports its first evidence. This document stateshow the discipline is practiced — its objective, its principles, its unit of work, its failuremodes, its cycle, its measurement, and the way it is instantiated in a domain. It is writte...

Interpretability Engine Optimization (IEO): The Missing Optimization Layer in AI Commerce

Commerce is increasingly mediated by machines. A machine may retrieve an offer it does not fully understand; it cannot reliably constrain, compare, recommend, or transact on that offer without sufficient interpretation. Existing optimization disciplines — SEO, AEO, GEO and relate...