Realistic Timelines for AI's Mainstream Societal Impact

A new analysis examines when everyday people will truly feel the impact of artificial intelligence, arguing that we are less than five years into a compounding revolution that could span a century. The author highlights the need for the AI industry to carefully manage public expectations during this early phase. Misalignment between extreme public hype and real-world adoption timelines can lead to public disillusionment or hasty regulatory decisions. Managing expectations helps the tech sector build durable, long-term societal integration rather than chasing short-term hype cycles. The article emphasizes that while digital software advances rapidly, physical and institutional infrastructure changes much more slowly. Broad economic and societal transformation requires systemic updates across education, labor, and policy that naturally unfold over decades.