Entry-Level White-Collar Jobs Vanish as AI Replaces Apprenticeships

Junior roles disappear; training layers collapse across sectors

AI Use Inside Companies Is Hardening into Policy, Not Preference

How informal experimentation is quietly hardening into governed defaults inside organizations

AI is beginning to appear in how people imagine themselves, not just in how they complete tasks.

AI systems are shifting from advisors to delegated operators

AI systems now act as independent agents confidently performing tasks once thought to require human involvement, marking a fundamental shift from advisory roles to operational decision-makers.

AI Note-Taking Tools Are Quietly Replacing Manual Meeting Notes

How workplace attention scarcity is driving the mass adoption of automated meeting transcription—and what it reveals about modern work