AI Disruption and Policy Response

AI-driven transformation: massive investment is automating routine work and audits, with agentic models risking ~6% job loss and mixed autonomous results. Societal/regulatory response: education shifts, liability bills, data‑center moratoria, and changing labor patterns (women gain jobs; overall participation falls).