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From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Power-Efficiency and Scalability Analysis of Magnetically-Actuated Satellite Swarms via Convex Optimization
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Multiagent Stochastic Shortest Path Problem
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BioResearcher: Scenario-Guided Multi-Agent for Translational Medicine
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes
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Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems
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Retrieval-Conditioned Topology Selection with Provable Budget Conservation for Multi-Agent Code Generation
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FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking
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UniPool: A Globally Shared Expert Pool for Mixture-of-Experts
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Verifier-Backed Hard Problem Generation for Mathematical Reasoning
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Why Global LLM Leaderboards Are Misleading: Small Portfolios for Heterogeneous Supervised ML
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Optimizer-Model Consistency: Full Finetuning with the Same Optimizer as Pretraining Forgets Less
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval
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Inductive Venn-Abers and related regressors
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Edge-specific signal propagation on mature chromophore-region 3D mechanism graphs for fluorescent protein quantum-yield prediction
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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Crafting Reversible SFT Behaviors in Large Language Models
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Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Engineering & Technology…”
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