18. Shortcut reasoning

Their reasoning is nothing more than an intertwined nest of shortcut upon shortcut.

Summary

These systems are very prone to shortcuts. Instead of building a coherent model for reasoning, they tend to take shortcuts based on correlations in the training data.

This is a problem because shortcuts are fragile, which makes for reasoning systems that only work under very specific circumstances.