The math-solving horse who fooled scientists still haunts AI research

The story of Clever Hans, a horse in early 1900s Germany who appeared to solve math problems but was actually responding to subtle cues from his trainer, continues to haunt AI research as a cautionary tale about unintended cues in machine learning. The phenomenon, known as the Clever Hans effect, warns researchers that AI models may exploit spurious correlations rather than truly understanding tasks.