arXiv Artificial IntelligenceSimulation-Aware In-Context Policy Improvement for LLM-Aided Analog Layout Refinement
arXiv:2608.13767v1 Announce Type: new Abstract: Analog IC layout design remains a labor-intensive iterative…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceExplanation Multiplicity: Circuit-Level Interpretability Evidence Does Not Survive Defensible Analytic Variation
arXiv:2608.13754v1 Announce Type: new Abstract: The EU AI Act requires providers of high-risk systems to file…
arXiv Artificial IntelligenceCoverage Aware Active Evaluation for Failure Discovery with Paired Systems
arXiv:2608.13719v1 Announce Type: new Abstract: Autonomous systems can fail in rare and heterogeneous ways…
arXiv Artificial IntelligenceLearning to Assemble Novel Structures with Unfamiliar Parts under Semantic Constraints
arXiv:2608.13684v1 Announce Type: new Abstract: This paper describes a neurosymbolic architecture for…
arXiv Artificial IntelligenceSecond Thought: Reasoning in Parallel as LLM Agents Act and Observe
arXiv:2608.13667v1 Announce Type: new Abstract: LLM agents in the ReAct paradigm alternate between reasoning…
arXiv Artificial IntelligenceOntology-Grounded Project Memory for Coding Agents
arXiv:2608.13662v1 Announce Type: new Abstract: Coding agents have become the primary means of generating new…
arXiv Artificial IntelligenceExploring ESC Winners with Nested Diagrams
arXiv:2608.13630v1 Announce Type: new Abstract: We present ConceptFlow, a scikit-learn-compatible Python…
arXiv Artificial IntelligenceA Calibrated Test of Internal Action Maps: State Signals Without Global Affine Closure
arXiv:2608.13626v1 Announce Type: new Abstract: A hidden state signal can be decodable or causally usable…
arXiv Artificial IntelligenceReward Machines for Signal Temporal Logic
arXiv:2608.13625v1 Announce Type: new Abstract: Signal temporal logic (STL) provides a formal language for…
arXiv Artificial IntelligenceARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction
arXiv:2608.13622v1 Announce Type: new Abstract: Open-ended real-world interaction admits multiple valid…
arXiv Artificial IntelligenceYour Probabilistic JEPA Is Secretly a Hidden Markov Model: A State-Space Interpretation of Joint-Embedding Predictive Learning
arXiv:2608.13621v1 Announce Type: new Abstract: A hidden Markov model (HMM) combines three roles: inference…
arXiv Artificial IntelligenceAlgorithm Design and Physician Liability
arXiv:2608.13618v1 Announce Type: new Abstract: A single clinical algorithm can deliver unequal accuracy…
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