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Back to ⚡ Building ChatGPT for Finance — Joseph Kim, OpenAI's Head of Financial Services, with Joseph Kim & Richard MacManus.

How Is OpenAI Building ChatGPT for Finance?

Joseph Kim tells Richard MacManus that OpenAI built most of ChatGPT for financial services on the ChatGPT plugin architecture, and that 95% of the work is something a startup or another company could do without changing the model.

Codex gets a finance product about 80% of the way, and the missing 20% is what decides whether it wins. Launching Codex by itself as a finance product would fail. The team built that missing piece on the same plugin primitives any outside builder can use. A billion-dollar business can sit on a ChatGPT plugin by keeping that horizontal product and adding a secret sauce, which might be data, a UI change, or an integration.

The team inside OpenAI hits the same wall a startup would. Codex already has memory, skills, and persistence. The finance product still needs a scalable way to stand on that and add the last layer.

Transcript

⚡ Building ChatGPT for Finance — Joseph Kim, OpenAI's Head of Financial Services ·

Latent Space: The AI Engineer Podcast

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  1. Why Does ChatGPT for Finance Bundle Earnings Transcripts?Joseph Kim says ChatGPT for financial services bundles quarter earnings transcripts in-house because outside connectors failed too often.
  2. What Finance Work Can ChatGPT Actually Do Today?Joseph Kim says the ChatGPT for financial services product OpenAI launched is a productivity tool for knowledge workers, and it assumes a human is always in…
  3. What Finance Tasks Will OpenAI Take on in 2027?Joseph Kim says OpenAI will start to move finance work up the stack in 2027, from the task a junior analyst can do, to some of the tasks an associate can do…
  4. Why Is There No Good Eval for Finance AI?Joseph Kim says there is no good eval today for financial work, and building one that actually measures the skill is much harder than it looks.

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