The Benchmark Illusion: How AI Research Lost Its Way Through Metric-Chasing

While artificial intelligence continues to make headlines with impressive benchmark scores, a troubling practice has taken root in AI research. Imagine a teacher who, instead of helping students understand the subject matter, simply hands them copies...