In the AI Era, Asking Again About Humanity and Structure

May 2025: the world is passing a quiet but clear turning point. AI is rapidly penetrating not just technology but education, justice, platforms, labor, and even identity and credential domains. Key developments: (1) Google AI Mode full US rollout (May 1, 2025): Google officially opened "AI Mode" across the US -- not simple search but conversational AI understanding questions and maintaining dialogue; users ask in sentences rather than keywords; Google provides judgment summaries and options rather than links; "Is Seoul weekend weather?" gets not just temperature but clothing suggestions; "Cost-effective study abroad program?" gets context-aware recommendations remembering conversation flow. Search has become not "a map to knowledge" but "navigation to the destination." (2) AI in judicial decisions: AI systems being used in bail assessment, sentencing recommendations, and parole decisions -- raising fundamental questions about algorithmic accountability when AI influences judicial outcomes affecting liberty; who audits the AI, and by what standards; (3) AI in education: universities grappling with AI-assisted work -- authentic assessment redesign; what constitutes original student work when AI can draft; (4) Platform labor AI: gig economy platforms using AI to assign work, evaluate performance, and terminate contracts -- creating algorithmic management that workers cannot appeal to a human supervisor; (5) AI identity verification: deepfake-resistant identity systems; biometric AI for authentication; and the vulnerability of identity systems to AI-generated impersonation. The unifying question: as AI embeds in fundamental social infrastructure, who sets the values it optimizes for, and what accountability mechanisms ensure those decisions are democratically legitimate?