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Who keeps the AI dividend?

AI productivity gains flow to employers while workers get more work for the same pay. Evidence from BCG, NBER, and labor economics shows why sharing matters.

· 17 min read

The hidden lesson of Richard Socher's career: AI makes engineering discipline more valuable, not less

Richard Socher built the research that powers today's AI coding assistants and then described exactly how organizations should use them. His 'managers of AI' fr

· 9 min read

Richard Socher nailed the future of work with AI

Richard Socher identified the skills that matter in the AI era: delegate clearly, specify requirements, build trust. These are learnable skills, not job titles.

· 5 min read