arXiv:2610.38326v1 Announce Type: new Abstract: Ontological knowledge underpins large language model (LLM) performance on knowledge-intensive tasks.…
CHORD: Cross-Model Hallucination Detection via Relational Graph Discrimination
arXiv:2610.38314v1 Announce Type: new Abstract: Hallucination detection is critical for deploying large language models (LLMs) in real-world applications.…
Investor’s Last Exam: Can AI Agents Do Equity Investment Without Seeing the Future?
arXiv:2610.38342v1 Announce Type: new Abstract: Financial agents must form forecasts and investment judgments from decision-time evidence, with…
Game-Theoretic Foundations for Undiscounted Bisimulation Metrics
arXiv:2610.38313v1 Announce Type: new Abstract: Bisimulation metrics offer a principled notion of task-relevant state similarity in reinforcement…
AI News Brief Hourly Summary 2026-10-31 09h : 11 posts
11 posts published in the last hour 07:35FACTS-MAS: A Multi-Agent Architecture for Adaptive Forecasting from Heterogeneous Evidence 07:34Verification-Guided Retrosynthesis: Reaction Feedback and Evidence Timing 07:34Rubricon: Automated Rubric Generation and Refinement for LLM Evaluation and Training 07:34Disparity Laundering: Consensus Without Fairness…
FACTS-MAS: A Multi-Agent Architecture for Adaptive Forecasting from Heterogeneous Evidence
arXiv:2610.38225v1 Announce Type: new Abstract: Real-world forecasting often requires integrating heterogeneous evidence whose predictive value varies…
Verification-Guided Retrosynthesis: Reaction Feedback and Evidence Timing
arXiv:2610.38245v1 Announce Type: new Abstract: Retrosynthesis planning seeks synthesis routes from purchasable starting materials to a target molecule.…
Rubricon: Automated Rubric Generation and Refinement for LLM Evaluation and Training
arXiv:2610.38220v1 Announce Type: new Abstract: Rubrics enable reward assignment on tasks without verifiable answers, but are expensive to manually…
Disparity Laundering: Consensus Without Fairness in Clinical Multi-Agent Systems
arXiv:2610.38215v1 Announce Type: new Abstract: Clinical large language models are increasingly fielded as multi-agent teams, on the assumption that…
Inner-Learning: From Hand-Coded Beliefs to Declarative Knowledge in Trick-Taking Games
arXiv:2610.38304v1 Announce Type: new Abstract: We present a declarative approach to belief-state modeling in trick-taking card games. Starting from a…
DecompGym: Benchmarking LLM Agents on Designing Decomposition Algorithms
arXiv:2610.38175v1 Announce Type: new Abstract: Benders decomposition and column generation solve large optimization problems by passing cuts, columns,…
BridgeRouter: Gain-Aware Instance Routing over Cross-Modal Bridge Portfolios
arXiv:2610.38152v1 Announce Type: new Abstract: Lightweight representation bridges make pretrained, task-adapted EEG foundation models executable on other…
From Natural Language to Real Schematics: An Automated Workflow for Power Electronics Schematic Synthesis
arXiv:2610.38201v1 Announce Type: new Abstract: Designing power electronics converters traditionally requires intensive human expertise across topology…
GAAC: Lossless KV Compression for Bandwidth-Efficient LLM Inference on Personal Devices
arXiv:2610.38210v1 Announce Type: new Abstract: Weight-only, lossy quantization substantially reduces the storage and memory requirements for serving…
Prototype-Guided Dynamic Domain Modulation and a Large-Scale Multi-SKU Benchmark for Shampoo Bottle Surface Defect Detection
arXiv:2610.38194v1 Announce Type: new Abstract: Industrial shampoo-bottle surface defect detection must operate across many stock keeping units (SKUs),…
AI News Brief Hourly Summary 2026-10-31 08h : 10 posts
10 posts published in the last hour 06:35AI-Driven Digital Twin Framework for Warehouse Logistics Automation Optimization 06:35SkillCT: A Multidimensional Benchmark and Execution-Free Baseline for Agent Skill Assessment 06:34Too Hard, Too Easy, Just Right: Performance-Driven Challenge Adaptation in Virtual Reality Firefighter…
AI-Driven Digital Twin Framework for Warehouse Logistics Automation Optimization
arXiv:2610.38101v1 Announce Type: new Abstract: In recent years, warehouse logistics optimization has increasingly focused on intelligent, data-driven…
SkillCT: A Multidimensional Benchmark and Execution-Free Baseline for Agent Skill Assessment
arXiv:2610.38147v1 Announce Type: new Abstract: Agent skills package instructions, scripts, and resources for specialized tasks and are increasingly…