Platforms are tightening guardrails on harmful outputs while major institutions move from pilots to operational AI, reshaping governance and accountability. These shifts matter because open knowledge ecosystems face traffic erosion, hiring norms are changing, and global competition is accelerating beyond traditional incumbents.
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#technology governance
#digital competition
#knowledge economy
#automation