Short analysis at the intersection of AI, learning, media, and institutional power.
Organizations rush to adopt AI tools without first developing the institutional literacy to use them responsibly. The problem is not technical, it is structural.
Effective digital learning requires rethinking the architecture of knowledge exchange, not just delivering existing content through new platforms.
The assumption that social media democratizes voice misses how algorithmic architectures actively structure what can be said, by whom, and when.