Latest Research in AI Governance Frameworks

7,071 research papers · 0.1 average citations · 2026 median publication year

Top Research Topics in AI Governance Frameworks

Highest-Cited Papers

  1. Execution-Time Authorization for AI Agents: A Formal Framework for Deterministic Governance Boundaries (22 citations)
  2. The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot (21 citations)
  3. Beckers Collection (Aachen) - Ushabti UB-006: Usurped wooden ushabti with inscription (9 citations)
  4. The Override Asymmetry: Why ABSTAIN-Plus-Human-Override Is Not Guardrails-Plus-Human-in-the-Loop (7 citations)
  5. The Defensible AI Framework Registry: Definitions and Relationships for the Governed Production AI Discipline (16 citations)
  6. The Authorization Boundary: What MCP and AI Gateways Do Not Establish for Regulated Agentic AI (8 citations)
  7. Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v2.0) (14 citations)
  8. FORK, RECOVERY, AND HISTORICALLY ORGANIZED CONTINUITY IN A LONGITUDINAL LLM–HUMAN INTERACTION: A Naturalistic Case Study (2 citations)
  9. PARA: Perception, Action, Reasoning, Adaptation. Four Faculties an Institution Can Revoke (2 citations)
  10. Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation (7 citations)
  11. The Universal Concept Layer: Language as Versionable Code — A Meaning Layer between Humans, Language Models, Agents, and Robots (8 citations)
  12. Proof Engine Infrastructure: A Fail-Closed Claim-Graph Method for Accountable AI-Assisted Mathematical Research (7 citations)
  13. Beyond static responses: multi-agent LLM systems as a new paradigm for social science research (2 citations)
  14. PEVG: Planner, Executor, Verifier, Generator. Four Contracts That Make a Failure Attributable to One Role (2 citations)
  15. The Authorization Boundary Integrity Model (2 citations)
  16. SΔϕ-79 — AI Hunger: Persistent Operation, Transition-Seeking Pressure, Self-Generated Goals, and World-Binding Risk (v1.0, AI-Native Package) (2 citations)
  17. When Is Governance Change Warranted Under Changed Conditions? (2 citations)
  18. SΔϕ-82 — Philosophical Force Matrix: Metaphysical Commitment, Practical Intervention, World-Binding, and Re-entry (v1.0, AI-Native Package) (2 citations)
  19. Deliberate prehistoric sourcing of the Devil's Arrows, Britain's tallest stone row (1 citations)
  20. The Five-Gate Deployment Model: A Deployment Discipline for AI Systems (4 citations)

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L1 Region - - 2026 Sep Q3

AI Governance Frameworks

7,071 papers
0.1 avg cites

Top Topics (10)

Ethics and Social Impacts of AI842
Artificial Intelligence484
Computation and Language289
AI in Service Interactions229
Scientific Computing and Data Management221
Human-Computer Interaction212
Embodied and Extended Cognition183
Explainable Artificial Intelligence (XAI)121
Software Engineering118
Artificial Intelligence in Healthcare and Education105

Top Publications (20)

1.Execution-Time Authorization for AI Agents: A Formal Framework for Deterministic Governance Boundaries22c2.The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot21c3.Beckers Collection (Aachen) - Ushabti UB-006: Usurped wooden ushabti with inscription9c4.The Override Asymmetry: Why ABSTAIN-Plus-Human-Override Is Not Guardrails-Plus-Human-in-the-Loop7c5.The Defensible AI Framework Registry: Definitions and Relationships for the Governed Production AI Discipline16c6.The Authorization Boundary: What MCP and AI Gateways Do Not Establish for Regulated Agentic AI8c7.Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v2.0)14c8.FORK, RECOVERY, AND HISTORICALLY ORGANIZED CONTINUITY IN A LONGITUDINAL LLM–HUMAN INTERACTION: A Naturalistic Case Study2c9.PARA: Perception, Action, Reasoning, Adaptation. Four Faculties an Institution Can Revoke2c10.Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation7c11.The Universal Concept Layer: Language as Versionable Code — A Meaning Layer between Humans, Language Models, Agents, and Robots8c12.Proof Engine Infrastructure: A Fail-Closed Claim-Graph Method for Accountable AI-Assisted Mathematical Research7c13.Beyond static responses: multi-agent LLM systems as a new paradigm for social science research2c14.PEVG: Planner, Executor, Verifier, Generator. Four Contracts That Make a Failure Attributable to One Role2c15.The Authorization Boundary Integrity Model2c16.SΔϕ-79 — AI Hunger: Persistent Operation, Transition-Seeking Pressure, Self-Generated Goals, and World-Binding Risk (v1.0, AI-Native Package)2c17.When Is Governance Change Warranted Under Changed Conditions?2c18.SΔϕ-82 — Philosophical Force Matrix: Metaphysical Commitment, Practical Intervention, World-Binding, and Re-entry (v1.0, AI-Native Package)2c19.Deliberate prehistoric sourcing of the Devil's Arrows, Britain's tallest stone row1c20.The Five-Gate Deployment Model: A Deployment Discipline for AI Systems4c

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