Information drift grows as language and focus shift. AI can highlight the gaps, but it can’t solve them alone. This piece reflects on what AI reveals—and what clarity still requires from us.

What makes AI implementation succeed or fail? These two case studies show how communication systems and ethical foundations—not speed—shape sustainable impact.