Episode Summary

Artificial intelligence is advancing at an extraordinary pace. Every week, a new model claims to outperform another on reasoning, coding, mathematics, or scientific knowledge. New leaderboards emerge, benchmark scores climb, and headlines celebrate the latest breakthrough. But beneath all the excitement lies a deceptively simple question: how do we know any of these claims are truly comparable?

In this episode, we explore A Common Ruler, a thought-provoking paper by Thasmika Gokal that argues the AI industry has reached a point where it needs universal standards for measuring intelligence. Just as engineering, science, aviation, and global commerce depend on common units of measurement, AI may require a shared evaluation framework that enables meaningful comparison acr ...