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← Transparent vs Opaque Models
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Question
A credit union wants a model whose every prediction a loan officer can trace step by step, from the applicant's data to the final yes-or-no. Which type of model fits this requirement BEST?
1
A diffusion model trained on past applications
2
A deep neural network with many hidden layers
3
A large language model accessed through an API
4
A small decision tree with a few clear splits
Press 1–4 to pick an answer
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