Works well with any current-generation reasoning model — GPT-5.4, Claude Sonnet 5, and Gemini 3 Pro all handle multi-step analogical mapping accurately. Weaker or older models tend to stop at a single anchor analogy and skip the mapping table or the "where it breaks" section unless explicitly prompted to continue through the full structure.learningA product manager with eight years running retail store operations is joining a database architecture review next week and needs to actually understand how sharding works — not just nod along — because she's grown up in grocery logistics, not distributed systems, and generic explainer articles keep losing her at the third paragraph.
El puente de conceptos: aprende cualquier idea técnica a través de un dominio que ya dominas
Un prompt estructurado que mapea cada mecanismo de funcionamiento de un concepto desconocido a sus equivalentes directos en un dominio que ya entiendes profundamente, con una lista explícita de dónde se rompe la analogía.
prompt-engineeringlearning
