Latest Research in Scientific Computing and Data Management

200 research papers · 0.2 average citations · 2026 median publication year

Top Research Topics in Scientific Computing and Data Management

Highest-Cited Papers

  1. Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v2.0) (14 citations)
  2. The Universal Concept Layer: Language as Versionable Code — A Meaning Layer between Humans, Language Models, Agents, and Robots (8 citations)
  3. Beware of “Explanations” of AI (1 citations)
  4. Beyond Single-Proof Assurance: Multi-Angle Closure Qualification for AI Safety
  5. Decision-Relative Authority Closure: When Information Exists but Cannot Be Permissibly Acquired to Resolve a Decision
  6. Decision-Relative Authority Closure: When Information Exists but Cannot Be Permissibly Acquired to Resolve a Decision
  7. Who Watched the Agent? Attested Pre-Action Oversight for Tool-Using AI Agents
  8. Who Watched the Agent? Attested Pre-Action Oversight for Tool-Using AI Agents
  9. Who Watched the Agent? Attested Pre-Action Oversight for Tool-Using AI Agents
  10. The Hugging Face AI Incident Through the Universal Balance and Feedback Framework (UBFF), Self-Referential Ignorance, and Principle of Belonging A Dynamical-Systems Interpretation of Autonomous AI Expansion
  11. AI-Native Governed Web Interface Real-Time (ANGWIRT)
  12. Safe Separability for Autonomous Authorization: Branch-Relative Authority Closure Under Decision-Critical Uncertainty
  13. Standing to Stop: Authority provenance before human oversight becomes real
  14. Toward Socially Accountable Data Science Education: Proposing a Conceptual Framework for Integrating Explainable AI (XAI) and Accountability Principles
  15. Prediction-Powered Smoothing and Validation for Disaggregated AI Evaluation
  16. What People Almost Did: Evaluating LLM Social Simulations Beyond Behavioral Fit
  17. Semantic Action Graph: A Shared Representation for Agent Grounding and Human Interpretation of Sports Highlights
  18. LLM Agents as Static Level-k Players in Behavioural Games
  19. Designing Agentic AI Workflow Portfolios under Imperfect Selection and Compute Cost
  20. Flag Game: A Toy Model for Mechanistic Swarm Interpretability
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L3 Region - - 2026 Sep Q3

Scientific Computing and Data Management

200 papers
0.2 avg cites

Top Topics (10)

Artificial Intelligence32
Ethics and Social Impacts of AI17
Scientific Computing and Data Management11
Human-Computer Interaction9
Adversarial Robustness in Machine Learning8
Multiagent Systems8
Multi-Agent Systems and Negotiation7
Explainable Artificial Intelligence (XAI)6
Computation and Language6
Artificial Intelligence in Healthcare and Education6

Top Publications (20)

1.Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v2.0)14c2.The Universal Concept Layer: Language as Versionable Code — A Meaning Layer between Humans, Language Models, Agents, and Robots8c3.Beware of “Explanations” of AI1c4.Beyond Single-Proof Assurance: Multi-Angle Closure Qualification for AI Safety5.Decision-Relative Authority Closure: When Information Exists but Cannot Be Permissibly Acquired to Resolve a Decision6.Decision-Relative Authority Closure: When Information Exists but Cannot Be Permissibly Acquired to Resolve a Decision7.Who Watched the Agent? Attested Pre-Action Oversight for Tool-Using AI Agents8.Who Watched the Agent? Attested Pre-Action Oversight for Tool-Using AI Agents9.Who Watched the Agent? Attested Pre-Action Oversight for Tool-Using AI Agents10.The Hugging Face AI Incident Through the Universal Balance and Feedback Framework (UBFF), Self-Referential Ignorance, and Principle of Belonging A Dynamical-Systems Interpretation of Autonomous AI Expansion11.AI-Native Governed Web Interface Real-Time (ANGWIRT)12.Safe Separability for Autonomous Authorization: Branch-Relative Authority Closure Under Decision-Critical Uncertainty13.Standing to Stop: Authority provenance before human oversight becomes real14.Toward Socially Accountable Data Science Education: Proposing a Conceptual Framework for Integrating Explainable AI (XAI) and Accountability Principles15.Prediction-Powered Smoothing and Validation for Disaggregated AI Evaluation16.What People Almost Did: Evaluating LLM Social Simulations Beyond Behavioral Fit17.Semantic Action Graph: A Shared Representation for Agent Grounding and Human Interpretation of Sports Highlights18.LLM Agents as Static Level-k Players in Behavioural Games19.Designing Agentic AI Workflow Portfolios under Imperfect Selection and Compute Cost20.Flag Game: A Toy Model for Mechanistic Swarm Interpretability
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