AnalysisDevelopersOctober 25, 2026

Kepler's Vinoo Ganesh: models cite numbers but never write them

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Kepler's architecture has retrieval find the source and deterministic code do the math, so models never generate figures themselves. A post-processing filter strips any number the model invents, a constraint Ganesh ties to finance's rule that you never show a figure you can't trace.

People · Vinoo Ganesh

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