Data Party THU
Jul 30, 2025 · Artificial Intelligence
When Metrics Mislead: Uncovering Simpson’s, Accuracy, and Goodhart Paradoxes in LLMs
The article examines three classic paradoxes—Simpson’s paradox, the accuracy paradox, and Goodhart’s law—showing how they arise in business intelligence and large language model contexts, and offers practical guidelines to detect and mitigate their misleading effects on data‑driven decisions.
Goodhart's lawLLMSimpson's paradox
0 likes · 12 min read