A single AI paper rarely changes everything; the last one that did was 'Attention Is All You Need' in 2017.

Not every paper with a catchy title offers groundbreaking insights, and that’s perfectly fine. However, as readers, it’s crucial to look beyond the hooks and critically evaluate the substance. And if you don’t have expertise to do so, it’s better to avoid relying on it or adding to the hype. A single paper rarely “changes everything”—the last time that truly happened was in 2017, with “Attention is All You Need.”