arXiv Artificial IntelligenceMetrics That Write Themselves: Evolving an Evaluator from Its Own Blind Spots
arXiv:2608.18744v1 Announce Type: new Abstract: Agents improve quickly against a reliable automatic metric…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceA Multi-Agent Platform for Automated Enterprise Analytics and Insight Generation
arXiv:2608.18740v1 Announce Type: new Abstract: This paper proposes a multi-agent framework built on CrewAI…
arXiv Artificial IntelligenceCompetence, Not Accuracy: A Diagnostic for Reference-Free Judge Gates in Skill Optimization
arXiv:2608.18719v1 Announce Type: new Abstract: Text-space skill optimization adapts a frozen agent by…
arXiv Artificial IntelligenceSanyu Studio: A Multi-Agent System for Art-Historical Narrative Construction
arXiv:2608.18677v1 Announce Type: new Abstract: Amid concerns that generative AI may standardize art…
arXiv Artificial IntelligenceCandidate-Fate Accounting for Transparent Sensor Diagnostic Pipeline Search
arXiv:2608.18665v1 Announce Type: new Abstract: Industrial sensor diagnostics relies on preprocessing…
arXiv Artificial IntelligencePreference Reasoning under Indeterminacy in Large Language Models
arXiv:2608.18631v1 Announce Type: new Abstract: As large language models evolve into decision-making agents…
arXiv Artificial IntelligenceCTIFoundry: An Agent-Native Corpus Scaffold for Cyber Threat Intelligence
arXiv:2608.18613v1 Announce Type: new Abstract: Cyber threat intelligence (CTI) is increasingly consumed not…
arXiv Artificial IntelligenceCan a Lightweight Multimodal Model Estimate LLM Reasoning Performance? A Study for Compute-Optimal Document Inference
arXiv:2608.18591v1 Announce Type: new Abstract: Uniformly allocating inference reasoning budgets to LLMs is…
arXiv Artificial IntelligenceFACET: Preserving Source Intent and Executable State in Terminal Task Synthesis
arXiv:2608.18580v1 Announce Type: new Abstract: Training terminal agents requires scalable executable…
arXiv Artificial IntelligenceBridging Search and CRM: Productionizing AI Product Research Agents for Customer Re-Engagement
arXiv:2608.18543v1 Announce Type: new Abstract: Modern e-commerce platforms often operate search…
arXiv Artificial IntelligenceFinRCA-Bench: Benchmarking Evidence Retrieval and Reasoning for Financial AI Systems
arXiv:2608.18534v1 Announce Type: new Abstract: Large language models are increasingly used to support…
arXiv Artificial IntelligencePairwise Ranking Outperforms Single-Action RL for Offline Explanation Selection: A Practical Lesson
arXiv:2608.18531v1 Announce Type: new Abstract: Industrial explainable-recommendation systems built on LLMs…
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