How Kepler Built Verifiable AI for Financial Services — Vinoo Ganesh
Kepler has built a system to make AI reliable for the financial industry.
The starting point is that language models are good at predicting the next word but poor at exact mathematics that the financial world actually needs. Instead of letting the model do everything itself, Kepler surrounds it with a system where every number must be traceable to its source, the model only does what it is good at, and all figures are reviewed before use. This way the system becomes reliable for financial data instead of just producing content that sounds good.
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