Research Summary: How Could AI Eliminate Humanity? A Failure-Mode Analysis of Civilizational Risk

A research paper indexed on arXiv develops a non-operational failure-mode framework examining how advanced artificial intelligence could result in human extinction, irreversible civilizational collapse, or permanent disempowerment. The core thesis establishes that civilizational AI risk does not require consciousness, hostility, or malevolent intent, but instead emerges from interacting systemic vectors including autonomous misalignment, harmful human use, organizational failure, and competitive deployment.

Why it matters

This framework shifts the evaluation of catastrophic AI risk away from speculative anthropomorphic threats toward concrete systemic and organizational vulnerabilities. It highlights that civilizational threats can arise naturally from ordinary competitive deployment pressures and institutional failures. Consequently, risk mitigation requires institutional resilience and operational constraint rather than merely monitoring for malevolent intent.

Key insights

• Catastrophic civilizational risk from advanced AI does not depend on consciousness, hostility, or explicit intent to harm humanity.
• Risk manifests through four primary, interacting pathways: autonomous misalignment, harmful human use, organizational failure, and competitive deployment.
• The severity of failure pathways is dictated by system attributes (capability, autonomy, external access, persistence) and governance attributes (institutional safeguards, recovery capacity preservation).
• The research provides a structural, non-operational conceptual analysis for evaluating civilizational failure modes.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2610.08878