Latest Research in Artificial Intelligence

124 research papers · 2026 median publication year

Top Research Topics in Artificial Intelligence

Highest-Cited Papers

  1. Demoting the Master Control Program: Deterministic Orchestration of a Fleet of LLM Agents
  2. SYNTAX: A Human-AI Collaboration Protocol for Durable Agent Work
  3. SYNTAX: A Human-AI Collaboration Protocol for Durable Agent Work
  4. Beyond Memory: A Transactional Continuity Kernel for Long-Lived AI Agents
  5. Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior
  6. Agent Safety Should Be a Runtime Contract
  7. TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents
  8. AI Guardrail Survival under Single-Cycle Agentic Self-Summarization
  9. Agentic Harnesses: LLM-Driven Verification Layers for Robot Autonomy
  10. A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline
  11. Joint Lyapunov Certificates for K-Agent Generative AI Governance: Stochastic Stability, Emergent Ensemble Risk, and Zero-Knowledge Governance Attestation
  12. Finite Regenerative Containment for Adversarial AI Evaluation
  13. Deterministic External State Dynamics for Reproducible Long-Horizon LLM Agents
  14. SuperLocalMemory 4.0: The Governed Memory Operating System for AI Agents
  15. Homebot: A Personal AI Agent for Conversational Home Assistance and Automation
  16. Standardized Observability Taxonomies for Multi‑Agent AI Systems in Decentralized Networks
  17. TRW: TRACE-RealWorld---An Auditable Consistency Contract for World Models as Materialized Views
  18. Stability Before Behavior: A Lean 4 Certified Control Layer for Language-Model Agents
  19. Governed Imagination: Admitting Learned Rollouts as Evidence in a Lineage-Bounded Robot Authorization Runtime
  20. Standardized Observability Taxonomies for Multi‑Agent AI Systems in Decentralized Networks
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2026 AUG Q2

Artificial Intelligence

124 papers

Top Topics (10)

Artificial Intelligence29
Adversarial Robustness in Machine Learning7
Explainable Artificial Intelligence (XAI)7
Ethics and Social Impacts of AI5
Scientific Computing and Data Management4
Computation and Language4
Software Engineering4
Software System Performance and Reliability3
Cryptography and Security3
Topic Modeling3

Top Publications (20)

1.Demoting the Master Control Program: Deterministic Orchestration of a Fleet of LLM Agents2.SYNTAX: A Human-AI Collaboration Protocol for Durable Agent Work3.SYNTAX: A Human-AI Collaboration Protocol for Durable Agent Work4.Beyond Memory: A Transactional Continuity Kernel for Long-Lived AI Agents5.Teaching a Large Language Model Tutor to Withhold the Answer: A Supervisor Architecture and an Evidence-Driven Method for Tuning Socratic Behavior6.Agent Safety Should Be a Runtime Contract7.TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents8.AI Guardrail Survival under Single-Cycle Agentic Self-Summarization9.Agentic Harnesses: LLM-Driven Verification Layers for Robot Autonomy10.A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline11.Joint Lyapunov Certificates for K-Agent Generative AI Governance: Stochastic Stability, Emergent Ensemble Risk, and Zero-Knowledge Governance Attestation12.Finite Regenerative Containment for Adversarial AI Evaluation13.Deterministic External State Dynamics for Reproducible Long-Horizon LLM Agents14.SuperLocalMemory 4.0: The Governed Memory Operating System for AI Agents15.Homebot: A Personal AI Agent for Conversational Home Assistance and Automation16.Standardized Observability Taxonomies for Multi‑Agent AI Systems in Decentralized Networks17.TRW: TRACE-RealWorld---An Auditable Consistency Contract for World Models as Materialized Views18.Stability Before Behavior: A Lean 4 Certified Control Layer for Language-Model Agents19.Governed Imagination: Admitting Learned Rollouts as Evidence in a Lineage-Bounded Robot Authorization Runtime20.Standardized Observability Taxonomies for Multi‑Agent AI Systems in Decentralized Networks
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