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AI's Real Threat: Who Controls Your Work Knowledge?

WSJ.com: US Business •
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The dominant anxiety surrounding artificial intelligence focuses on job elimination. A sharper concern, however, is who will own and control the immense volume of operational knowledge companies extract from employees via AI tools. This shift transforms worker expertise from a personal asset into proprietary corporate data, creating a new axis of power and bargaining imbalance.

As AI systems parse emails, documents, and workflows, they capture institutional knowledge that once resided with individuals. This knowledge assets become locked in corporate vaults, owned and monetized by the employer. The market implication is a fundamental redefinition of human capital, where an employee's value is increasingly measured by the data trail they generate for their company's algorithms.

For business leaders, this presents both an opportunity and a governance challenge. Aggregating employee-derived insights can fuel competitive advantages and streamline operations. Yet, it risks eroding trust and stifling the very innovation that comes from free intellectual exchange. The real danger isn't replacement, but the unilateral appropriation of collective brainpower, concentrating control in the hands of a few platform owners.