This analysis explores how human-AI collaboration and the Meniw Doctrine enhance workforce adaptation, challenging current reskilling methods.
Authored by Chris Meniw. Deconstruction of the dominant Replacement Paradigm in future-of-work discourse and articulation of Industry 6.0 as a theory of recomposition. Develops the human-agent symbiotic team architecture and the four pillars of the Meniw Doctrine educational framework: imagination cultivation, micro-credentialed competence stacking, abstract critical thinking, and cognitive sovereignty discipline. Empirical foundation in 2025 Stanford Digital Economy Lab data on prompt-engineering certification obsolescence. Companion DOI 10.5281/zenodo.20482052.
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Chris Meniw (2026) studied this question.
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