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Agreed. I was a little surprised when they said batch processing for financial systems was a use case for foundational models. Financial data requires a high de
by helsontaveras18 3y ago
Agreed. I was a little surprised when they said batch processing for financial systems was a use case for foundational models. Financial data requires a high degree of accuracy and graceful handling of many edge cases.
But then they explained that one could use these models to generate the code that would process the financial data.
Sounds interesting, but yes the question is how do you validate this? Do humans write the test cases to ensure that, for example, ACH files are being processed accordingly? What about edge case detection? Self-correction in real-time? Many questions left unanswered.
- mike_hearn 3y agoThe financial system is run off batch jobs, so that's not a problem. Banking has long experience with automating messy previously manual systems. Think message queues everywhere with diversion to teams of humans to patch up data entry errors. This is one reason why banking still isn't as 24/7 as you might expect.