Latest Research in Autonomous Governance Frameworks

7,876 research papers · 0.1 average citations · 2026 median publication year

Top Research Topics in Autonomous Governance Frameworks

Highest-Cited Papers

  1. Execution-Time Authorization for AI Agents: A Formal Framework for Deterministic Governance Boundaries (22 citations)
  2. Mirror Observerhood Lab I: Recursive Self-Model Reliability Improves Viability Under Self-Relevant Perturbation (31 citations)
  3. Mirror Observerhood Lab II: Channel-Decomposed Reliability and the Limits of Reliability Tracking Alone (25 citations)
  4. V01.04 — Mirror Mathematics I: A Constraint Calculus for Recursive Observerhood (33 citations)
  5. V01.01 — Mirror Theory I: A Minimal Computational Theory of Recursive Observerhood (33 citations)
  6. Mirror Observerhood Lab VII: Autobiographical Continuity Under Memory Injection and Goal Drift (16 citations)
  7. V01.05 — Mirror Mathematics II: Minimal Observer Thresholds (21 citations)
  8. Mirror Observerhood Lab V: Recursive Reliability Under Estimator Corruption (23 citations)
  9. V01.03 — Mirror Theory III: Recursive Observerhood in Context (13 citations)
  10. V01.06 — Mirror Mathematics III: Identity, Continuity and Memory Governance (14 citations)
  11. The Authorization Boundary: Why MCP and AI Gateways Are Necessary but Not Sufficient for Regulated Agentic AI
  12. Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v1.1)
  13. Versioned Meaning: How to Make Ontologies Audit-Stable (9 citations)
  14. Mirror Observerhood Lab VI: Neuro-Symbolic Persistence in Language-Like Agents (18 citations)
  15. Monetizing the Headless Web by Akash Narayan (2 citations)
  16. Encoding Organisational Judgement for Artificial Reasoners: Synthetic Reconstruction, Withholding, and Contrasting Engineering Practices (2 citations)
  17. One app for everything: a multidisciplinary review of super apps (1 citations)
  18. ATOS: Core (2 citations)
  19. 36 — Emergent Interaction Density Within the 0-6-6-6-7 Adaptive Architecture (4 citations)
  20. Attachment by Design: AI attachment under provider-controlled relational architecture (2 citations)

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2026 JUL Q4

Autonomous Governance Frameworks

7,876 papers
0.1 avg cites

Top Topics (10)

Ethics and Social Impacts of AI808
Artificial Intelligence443
Embodied and Extended Cognition230
Software Engineering218
Computation and Language203
Human-Computer Interaction194
AI in Service Interactions168
Scientific Computing and Data Management160
Computers and Society128
Explainable Artificial Intelligence (XAI)108

Top Publications (20)

1.Execution-Time Authorization for AI Agents: A Formal Framework for Deterministic Governance Boundaries22c2.Mirror Observerhood Lab I: Recursive Self-Model Reliability Improves Viability Under Self-Relevant Perturbation31c3.Mirror Observerhood Lab II: Channel-Decomposed Reliability and the Limits of Reliability Tracking Alone25c4.V01.04 — Mirror Mathematics I: A Constraint Calculus for Recursive Observerhood33c5.V01.01 — Mirror Theory I: A Minimal Computational Theory of Recursive Observerhood33c6.Mirror Observerhood Lab VII: Autobiographical Continuity Under Memory Injection and Goal Drift16c7.V01.05 — Mirror Mathematics II: Minimal Observer Thresholds21c8.Mirror Observerhood Lab V: Recursive Reliability Under Estimator Corruption23c9.V01.03 — Mirror Theory III: Recursive Observerhood in Context13c10.V01.06 — Mirror Mathematics III: Identity, Continuity and Memory Governance14c11.The Authorization Boundary: Why MCP and AI Gateways Are Necessary but Not Sufficient for Regulated Agentic AI12.Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v1.1)13.Versioned Meaning: How to Make Ontologies Audit-Stable9c14.Mirror Observerhood Lab VI: Neuro-Symbolic Persistence in Language-Like Agents18c15.Monetizing the Headless Web by Akash Narayan2c16.Encoding Organisational Judgement for Artificial Reasoners: Synthetic Reconstruction, Withholding, and Contrasting Engineering Practices2c17.One app for everything: a multidisciplinary review of super apps1c18.ATOS: Core2c19.36 — Emergent Interaction Density Within the 0-6-6-6-7 Adaptive Architecture4c20.Attachment by Design: AI attachment under provider-controlled relational architecture2c

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