arXiv Artificial IntelligenceBlack-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery
arXiv:2609.09647v1 Announce Type: new Abstract: Agentic systems are rapidly moving to production, where they…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceRobustSGPO: Search-Space Control for Agent Harness Evolution
arXiv:2609.09646v1 Announce Type: new Abstract: Semantic-gradient-based prompt optimization (SGPO) improves…
arXiv Artificial IntelligenceSeven Sources of Physical AI Capability Formation
arXiv:2609.09627v1 Announce Type: new Abstract: Capabilities relevant to Physical AI can arise from…
arXiv Artificial IntelligenceFrom State Synchronization to Cognitive Self-Evolution: An Operational Architecture for Cognitive Digital Twins
arXiv:2609.09625v1 Announce Type: new Abstract: As Digital Twin (DT) systems evolve beyond state…
arXiv Artificial IntelligenceA Function-Space Approach to the Statistical Mechanics of Learning Dynamics
arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior…
arXiv Artificial IntelligenceCityPlanner: A Sandbox Agent for Executable Urban Planning
arXiv:2609.09578v1 Announce Type: new Abstract: Urban planning is a real-world spatial optimization problem…
arXiv Artificial IntelligenceMulti-Agent Agentic Graph Learning via Structural Signatures
arXiv:2609.09565v1 Announce Type: new Abstract: Agentic graph learning (AGL) has recently achieved promising…
arXiv Artificial IntelligenceContractEval: Query-Conditioned Execution Matching for Procedural Instruction Conformance
arXiv:2609.09458v1 Announce Type: new Abstract: As LLM agents move from answering questions to carrying out…
arXiv Artificial IntelligenceDo Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations
arXiv:2609.09448v1 Announce Type: new Abstract: As agentic systems getting adopted rapidly in safety critical…
arXiv Artificial IntelligenceXAI-Arena: Can LLMs Assess the Quality of XAI Explanations?
arXiv:2609.09428v1 Announce Type: new Abstract: Evaluating the quality of explanations produced by…
arXiv Artificial IntelligenceValerant: An Automatic Navigable Game Map Generator via Action-Conditioned World Model Exploration
arXiv:2609.09418v1 Announce Type: new Abstract: World Action Models (WAMs) couple predictive world modeling…
arXiv Artificial IntelligenceDecision-Focused Active Learning for Scale-Aware Critical-Materials Recovery
arXiv:2609.09413v1 Announce Type: new Abstract: Choosing a recovery process for scale-up requires connecting…
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