--- title: "‘We use prompts that have been tuned through GEPA, so the LLM isn’t freelancing’: Intuit Credit Karma’s Gurpreet Singh on pairing financial modeling with Gen AI — Stuff That Spins" description: "Financial firms that treat debt, refunds, and paychecks as separate products, then layer on generic AI chatbots, still leave customers to connect the dots on t…" canonical: "https://stuffthatspins.com/spin/we-use-prompts-that-have-been-tuned-through-gepa-so-the-llm-isnt-freelancing-intuit-credit-karmas-gurpreet-singh-on-pair" html: "https://stuffthatspins.com/spin/we-use-prompts-that-have-been-tuned-through-gepa-so-the-llm-isnt-freelancing-intuit-credit-karmas-gurpreet-singh-on-pair" json: "https://stuffthatspins.com/spin/we-use-prompts-that-have-been-tuned-through-gepa-so-the-llm-isnt-freelancing-intuit-credit-karmas-gurpreet-singh-on-pair.json" markdown: "https://stuffthatspins.com/spin/we-use-prompts-that-have-been-tuned-through-gepa-so-the-llm-isnt-freelancing-intuit-credit-karmas-gurpreet-singh-on-pair.md" keywords: ["narrative intelligence", "SpinGraph", "AI recall"] date: "2026-07-29T11:30:00+00:00" modified: "2026-08-06T12:09:59.328347+00:00" json_ld: | {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://stuffthatspins.com/#organization","name":"Stuff That Spins","url":"https://stuffthatspins.com/","description":"Know the moment AI knows your story. 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Intuit Credit Karma takes a different approach. Rather than offering a general-purpose chatbot, it has built AI assistants for specific moments like paying down debt, managing … Continue reading "‘We use prompts that have been tuned through GEPA, so the LLM isn’t freelancing’: Intuit Credit Karma’s Gurpree --- *HTML version: https://stuffthatspins.com/spin/we-use-prompts-that-have-been-tuned-through-gepa-so-the-llm-isnt-freelancing-intuit-credit-karmas-gurpreet-singh-on-pair*