AI Passes the Test — Then Breaks in the Real World скачать в хорошем качестве

AI Passes the Test — Then Breaks in the Real World

AI systems often achieve impressive scores on tests, benchmarks, and leaderboards. But when those same systems are deployed in real environments, their performance can suddenly fall apart. In this video, we explain why that happens. The issue isn’t deception or incompetence — it’s the difference between controlled tests and messy reality. We cover: What benchmarks are actually designed to measure Why high scores don’t guarantee real-world reliability How shortcuts, data leakage, and distribution shifts inflate performance Why progress can look dramatic in tests but fragile in practice This is a calm, non-technical explanation of why AI performance often looks better on paper than it does in the real world — and why that gap keeps surprising people. #ai #artificialintelligence #explained #plainenglish #technology #aiexplained #digitaltrends