Silico is an AI scientist for model R&D that lets you build models the way you build software.
See inside every prediction.
Decompose your model into interpretable features and see when predictions are driven by real understanding or spurious correlations.
Debug model failures.
Precisely debug issues with model behavior, identify and remove confounders, and diagnose failures before they occur in production.
Shape model behavior.
The same internals that make a model interpretable make it more capable: better sampling, better search, stronger predictors.
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