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Early Warning Signs for Human Disempowerment

Tools to forecast and monitor key thresholds or tipping points beyond which human influence becomes critically compromised, and the ability to measure effectiveness of intervention strategies.

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R&D Gaps (1)

As AI systems become the cornerstone of competitive advantage, they can inadvertently marginalize human roles and decision-making. The drive for efficiency and cost reduction may lead organizations to rely predominantly on AI, sidelining human judgment, creativity, and accountability. This dynamic r...