The Mythos of Model Interpretability

What it is

Shows that “interpretable” is used to mean several incompatible things, and that simpler models are not automatically more honest about what they do. Free on arXiv.

Why I recommend it

Useful skepticism to carry into any conversation about explainable AI, especially a vendor's.

Topics

#ai ethics #ai-ethics #free #paper #reading #research #technology-and-ethics

Added Sep 19, 2026 · 0 opens