For generations, education and employment were connected by a familiar promise: earn a qualification, enter at the bottom, learn from experienced colleagues and advance. Artificial intelligence is now changing the first rungs of that ladder. I believe the danger is not simply that some tasks may disappear: it is that millions of people could lose the structured beginning through which judgment, confidence and leadership are developed.
The evidence demands a measured response, not panic. A 2025 International Labour Organization study found that one in four workers worldwide is in an occupation with some exposure to generative AI, but concluded that job transformation is more likely than outright replacement. I consider that distinction crucial.
Work will remain, but the route into it and the capabilities required to progress are changing. Early career workers can already see the mismatch. In a 2026 survey by the National Association of Colleges and Employers, more than one-third of entry-level jobs required AI skills, nearly three times the share reported in fall 2025.
Yet I do not believe technical familiarity alone will prepare someone for a career in which tools, roles, and business models may change repeatedly. The old bargain also fails employers. Entry-level work has traditionally allowed organizations to develop their own future managers.
In my view, leaders who automate junior tasks without replacing the learning those tasks once provided may save time today while weakening their future pipeline. Remote and hybrid work can compound the problem when observation, feedback, and informal mentorship are left to chance. I believe we need to replace the career ladder with a career lattice.
A ladder assumes steady movement in one direction. A lattice allows people to move across functions, acquire new credentials, test different strengths and redirect their careers as circumstances change. This requires what I call an ownership mindset: the capacity to plan, learn and adapt rather than wait for one employer or qualification to provide lifelong security.
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