Content Platform GenAI Regulation via Compensation

This collection of arXiv preprints highlights multiple high-impact AI socio-technical risks and governance responses. Key risks: (1) Concentration of AI data centers and rapid compute growth can create local power-system stress and grid vulnerability, requiring anticipatory energy planning; (2) Agentic LLM-based systems in battlefield and data-fusion roles risk displacing human judgment, raising acute military and governance hazards; (3) Sensor‑fused health agents amplify the harm potential of hallucinations and biometric mistranslation, risking unsafe medical directives and biofeedback loops;