Feeding AI return forecasts into mean-variance optimizers without care causes:
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Short Explanation and Infographic
Raw AI forecasts into MVO → extreme weights. Shrink, constrain, robustify.
Full explanation below image
Full Explanation
Estimation error is the classic optimizer problem.