/en/tags/experience-premium/Recent content in Experience Premium on TimoNova Tech StackHugoenTue, 14 Jul 2026 00:00:00 +0800/en/posts/ai-education-experience-premium/Tue, 14 Jul 2026 00:00:00 +0800/en/posts/ai-education-experience-premium/<blockquote> <p><strong>TL;DR</strong> Academic credentials are losing their power as signals of capability because AI can master textbook knowledge. The premium is moving elsewhere: toward judgment earned through real responsibility. When knowing something is no longer scarce, what you have actually done becomes the new screening criterion.</p> </blockquote> <hr> <p>Two résumés sit before a recruiter. Candidate A is a recent graduate from a top university with a 3.8 GPA, AI-tool certificates, and multiple AI courses. Candidate B attended an ordinary university with a 3.0 GPA but has three years of work experience: two project collapses, a data-migration incident, and countless lessons that a plan would not work.</p>