Your AI Isn’t Stale. It’s Dangerously Confident.
We aren’t testing AI for staleness; we’re testing its ability to lie to us with perfect composure. The real danger isn’t a model’s training cutoff date, but its uncalibrated confidence. When AI blends outdated facts with current context and presents them with equal authority, it doesn’t just lack data—it actively misleads.