Latest Research in Explainable Artificial Intelligence (XAI)

Top Research Topics in Explainable Artificial Intelligence (XAI)

• Artificial Intelligence — 30 papers
• Explainable Artificial Intelligence (XAI) — 14 papers
• Computation and Language — 14 papers
• Formal Methods in Verification — 8 papers
• Ethics and Social Impacts of AI — 7 papers
• Embodied and Extended Cognition — 6 papers
• Computability, Logic, AI Algorithms — 6 papers
• Multi-Agent Systems and Negotiation — 6 papers
• Intelligence, Security, War Strategy — 5 papers
• AI-based Problem Solving and Planning — 5 papers

Highest-Cited Papers

1. Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
2. Moxia: A Trust-First Neuro-Symbolic Execution Architecture for Self-Explaining Mathematical Reasoning
3. Toward a Brain-in-a-Vat Experiment for AI Agents: Background Independence, Accessible Algebras, and Formal Limits on Meta-World Inference
4. Closure Trivialization in Typed Separation Systems
5. CAA-X V3.1 Intention is All You Need: A Manifesto for Goal-Driven AI — Revised and Expanded Edition
6. What Licenses Sameness Through Change? A Short Orientation to the Identity-Persistence Program Toward a Structural Theory of Regime Specification
7. CAT'S THEORY PRESENTS: Shell, Wish, and Noise: A Third Axis for Modal Evaluation
8. CAT'S THEORY PRESENTS: Shell, Wish, and Noise: A Third Axis for Modal Evaluation
9. CAA-X V7.1 Future Architectures and the K4–K5 Roadmap: Beyond Current Paradigms — Revised and Expanded Edition
10. Recurrence Normal Forms for Identity Persistence: Declared Scale, Contextual Quotients, and the S¹ Boundary
11. Operational Change as a Representational Primitive for World Model Latents
12. 📣 PROMO READY #106 [LinkedIn] — the broadband breakthrough free trial — E8 Intelligence Research
13. DARPA's expMath: Using AI to Accelerate Mathematical Discovery — E8 Intelligence Research
14. TUS OS — Making AI Answers Answerable
15. Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents
16. No Variance, No Verdict: Operating Characteristics of Stability Gates in Repeated-Call LLM Experiments
17. pi-canon: Mutable Canonical Memory over an Immutable Journal, with Recall by Surfacing. Design, and a four-arm multi-session evaluation
18. Enforcement Without Overmatch: What Survives of Economic Standing after Cognitive Parity
19. Behavioral Inference at Scale: The Fundamental Asymmetry Between Motivations and Belief Systems
20. Knowledge graph construction for Dream of the Red Chamber through human AI collaboration using large language models