Organizations have a responsibility to treat this as more than a technology efficiency project. If employees' knowledge, judgment, and workflows are being used to train or improve AI systems, there should be transparency, consent where appropriate, and a fair benefit-sharing mindset.
At minimum, companies should clearly explain how employee input is being used, what risks exist for affected roles, and how the organization plans to support people through the transition. Reskilling should not be an afterthought; it should be part of the AI implementation plan from day one.
I also think companies should focus first on job redesign, not just headcount reduction. AI should remove repetitive work and allow employees to move into higher-value tasks. When productivity gains are significant, sharing some of those gains through bonuses, training budgets, internal mobility opportunities, or reduced workload would make the arrangement much fairer.
Without that, employees may feel they are helping build the very systems that replace them, which creates a serious trust problem.
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Mohammed Herzallah CMA
Jenin
Palestine, State of
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