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arXiv cs.AI Research & Papers
Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial …
arXiv cs.AI Research & Papers
A Sober Look at Agentic Misalignment in Automated Workflows
arXiv cs.AI Research & Papers
MAPLE: Multi-State Aggregated Policy Evaluation for AlphaZero in Imperfect-Information Ga…
arXiv cs.AI Research & Papers
AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting
arXiv cs.AI Research & Papers
Learning to Search and Searching to Learn for Generalization in Planning
arXiv cs.AI Research & Papers
Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations
arXiv cs.AI Research & Papers
Uncertainty Reasoning with Large Language Models for Explainable Disease Diagnosis
arXiv cs.AI Research & Papers
What Gets Cited: Competitive GEO in AI Answer Engines
arXiv cs.AI Research & Papers
Towards end-to-end LLM-based censoring-aware survival analysis
arXiv cs.AI Research & Papers
Whose Alignment? Comparing LLM Process Alignment Across Diverse Organizational Decision C…
arXiv cs.AI Research & Papers
PromptAudit: Auditing Prompt Sensitivity in LLM-Based Vulnerability Detection
arXiv cs.AI Research & Papers
Empirical Analysis and Detection of Hallucinations in LLM-Generated Bug Report Summaries
arXiv cs.AI Research & Papers
Overcoming "Physics Shock" in Earth Observation A Heteroscedastic Uncertainty Framework f…
arXiv cs.AI Research & Papers
PiXTime: A Model for Federated Time Series Forecasting with Heterogeneous Data across Nod…
arXiv cs.AI Research & Papers
SentGraph: Hierarchical Sentence Graph for Multi-hop Retrieval-Augmented Question Answeri…
arXiv cs.AI Research & Papers
Selection-Induced Contraction of Innovation Statistics in Gated Kalman Filters
arXiv cs.AI Research & Papers
Boosting Inference with Guided Reasoning: Stochastic Exploration for Recursive Models
arXiv cs.AI Research & Papers
SpecAlign: A Semantic Alignment Framework for SystemVerilog Assertion Generation
arXiv cs.AI Research & Papers
Representation Without Control: Testing the Realization Effect in Language Models
arXiv cs.AI Research & Papers
Beyond the Frontier: Stochastic Backtracking for Efficient Test-Time Scaling
arXiv cs.AI Research & Papers
AION: Next-Generation Tasks and Practical Harness for Time Series
arXiv cs.AI Research & Papers
Towards Multi-Turn Dialog Systems for Industrial Asset Operations and Maintenance
arXiv cs.AI Research & Papers
Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation
arXiv cs.AI Research & Papers
Courant: a State-Adaptive Perceiver-Based Neural Surrogate with Local Support and Interpr…
arXiv cs.AI Research & Papers
Leveraging Gauge Freedom for Learning Non-Gradient Population Dynamics of Stochastic Syst…
arXiv cs.AI Research & Papers
Intent Signal Theory: A Computational Framework for Intent-State Control in Human-AI Inte…
arXiv cs.AI Research & Papers
Extracting Training Data from Diffusion Language Models via Infilling
arXiv cs.AI Research & Papers
TaBIIC2: Interactive Building of Ontological Taxonomies using Weighted Self-Organizing Ma…
arXiv cs.AI Research & Papers
Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities
arXiv cs.AI Research & Papers
GRAIL: AI translation for scientists application workflow on satellite data