Skill sets are experiencing exponential 'flux'—the shelf life of valuable skills is shrinking from 30 years (pre-digital) to 10 years (post-digital) to 2.5 years now (AI era), and for highly technical skills it's shrinking to 6 months, with new skills appearing and disappearing within this cycle, requiring continuous 'surge skilling' rather than traditional career building.