[{"data":1,"prerenderedAt":70},["ShallowReactive",2],{"term-c\u002Fcargo-cult-prompting":3,"related-c\u002Fcargo-cult-prompting":59},{"id":4,"title":5,"acronym":6,"body":7,"category":40,"description":41,"difficulty":42,"extension":43,"letter":44,"meta":45,"navigation":46,"path":47,"related":48,"seo":53,"sitemap":54,"stem":57,"subcategory":6,"__hash__":58},"terms\u002Fterms\u002Fc\u002Fcargo-cult-prompting.md","Cargo Cult Prompting",null,{"type":8,"value":9,"toc":33},"minimark",[10,15,19,23,26,30],[11,12,14],"h2",{"id":13},"eli5-the-vibe-check","ELI5 — The Vibe Check",[16,17,18],"p",{},"Cargo cult prompting is the same as prompt cargo cult — copying techniques without understanding when they work. You add 'I will tip you $200' to every prompt because some paper said it helped once. On a frontier model in 2026? Probably doesn't.",[11,20,22],{"id":21},"real-talk","Real Talk",[16,24,25],{},"Cargo cult prompting is the uncritical inheritance of prompt techniques across models, tasks, and generations without validation. Techniques that worked on GPT-3.5 often don't transfer to Claude Opus 4.7 or Gemini 2.5. Modern prompt engineering relies on evals specific to your model, task, and data — not inherited wisdom.",[11,27,29],{"id":28},"when-youll-hear-this","When You'll Hear This",[16,31,32],{},"\"That's cargo cult prompting — it worked in 2023, not now.\" \u002F \"Every prompt technique should be eval-validated, not copy-pasted.\"",{"title":34,"searchDepth":35,"depth":35,"links":36},"",2,[37,38,39],{"id":13,"depth":35,"text":14},{"id":21,"depth":35,"text":22},{"id":28,"depth":35,"text":29},"ai","Cargo cult prompting is the same as prompt cargo cult — copying techniques without understanding when they work.","intermediate","md","c",{},true,"\u002Fterms\u002Fc\u002Fcargo-cult-prompting",[49,50,51,52],"Prompt Cargo Cult","Cargo Cult AI","Evals","Prompt Engineering",{"title":5,"description":41},{"changefreq":55,"priority":56},"weekly",0.7,"terms\u002Fc\u002Fcargo-cult-prompting","To981KyvLZ4q_ZCbkIjpCyGuyUjeiQNxrjzYmYb-Zls",[60,63,66],{"title":50,"path":61,"acronym":6,"category":40,"difficulty":42,"description":62},"\u002Fterms\u002Fc\u002Fcargo-cult-ai","Cargo cult AI is adding AI to your product because every competitor is, without a clear reason. A chatbot that nobody uses.",{"title":49,"path":64,"acronym":6,"category":40,"difficulty":42,"description":65},"\u002Fterms\u002Fp\u002Fprompt-cargo-cult","Prompt cargo cult is blindly copying prompt tricks because you saw them on Twitter — 'Think step by step', 'You are an expert', 'Take a deep breath' — with...",{"title":52,"path":67,"acronym":6,"category":68,"difficulty":42,"description":69},"\u002Fterms\u002Fp\u002Fprompt-engineering","vibecoding","Prompt engineering is the art of talking to AI so it actually does what you want.",1776518264097]