arXiv Artificial IntelligenceCDRL: Certification-Driven Reinforcement Learning for Neutrino Flavor Model Discovery
arXiv:2608.20686v1 Announce Type: new Abstract: Many scientific discovery problems require searching…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceWhy2Speak: Faithful Reasoning for Abstaining Action Policies
arXiv:2608.20670v1 Announce Type: new Abstract: Many agentic systems must repeatedly choose between acting…
arXiv Artificial IntelligenceDreamBench-SWE: A Multi-Session Memory-Hygiene Benchmark for Software Agents
arXiv:2608.20664v1 Announce Type: new Abstract: DreamBench-SWE is a multi-session benchmark for…
arXiv Artificial IntelligenceAuditable by Construction: An Ontology-Driven Framework for Trustworthy LLM Analytics in Enterprise Finance
arXiv:2608.20661v1 Announce Type: new Abstract: Enterprise adoption of large language models in finance is…
arXiv Artificial IntelligenceBeyond Effectiveness: A Multi-Criteria Framework for Comparing Practical Socio-Technical Interventions
arXiv:2608.20649v1 Announce Type: new Abstract: Designers and policymakers in sociotechnical domains like…
arXiv Artificial IntelligenceWeighted Memory Tree: Remembering What Matters for Long-Horizon LLM Agents
arXiv:2608.20631v1 Announce Type: new Abstract: Large language model (LLM) agents have demonstrated the…
arXiv Artificial IntelligenceSAGE: A Unified Algebra and Self-Adaptive Execution for AI Functions in SQL
arXiv:2608.20630v1 Announce Type: new Abstract: SQL systems increasingly expose AI functions for tasks such…
arXiv Artificial IntelligenceApplying Anthropic Primitives at Large Enterprises: Harness Paradigm for Knowledge Work
arXiv:2608.20622v1 Announce Type: new Abstract: Frontier models have collapsed the cost of writing custom…
arXiv Artificial IntelligenceDual-Cache Latent Space Communication between Heterogeneous Language Models
arXiv:2608.20617v1 Announce Type: new Abstract: Multi-agent LLM systems split work across models, so…
arXiv Artificial IntelligenceEvaluating Skills, Not Just Agents: Agentic Continuous Evaluation of Skills
arXiv:2608.20614v1 Announce Type: new Abstract: Enterprise agent programs are moving from prototypes into…
arXiv Artificial IntelligenceDifficulty-Aware Semantic-ID Optimization for Generative Recommendation
arXiv:2608.20611v1 Announce Type: new Abstract: Semantic-ID-based generative recommendation casts retrieval…
arXiv Artificial IntelligenceOpen-Weight Masked Introspection: Measuring What Language Models Can Report About Their Own Computation
arXiv:2608.20569v1 Announce Type: new Abstract: Are frontier models able to introspect about their internal…
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