Fighter's World
Fighter's World
Aug 1, 2025 · Industry Insights

The AI Era’s Great Compression: Redesigning Organizations, Incentives, and Culture

Professor Li Jin’s “Great Compression Effect” framework argues that AI compresses skills, motivation, and collaboration, turning novices into near‑experts, flattening middle management, and reshaping incentives, urging leaders to rethink talent definitions, reward systems, and culture to sustain excellence in a world where 80‑point performance becomes commonplace.

AICollaborationGreat Compression
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The AI Era’s Great Compression: Redesigning Organizations, Incentives, and Culture