Technology
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SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems
arXiv:2606.03544v1 Announce Type: new Abstract: Self-improving language agents are typically evaluated in isolation:...
From Prompt to Service: An SLM-Based Agent Orchestration Gateway for AI-Driven Virtual Worlds
arXiv:2606.03557v1 Announce Type: new Abstract: As generative AI capabilities expand, AI-driven virtual worlds face a...
Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing
arXiv:2606.03618v1 Announce Type: new Abstract: AI-assisted coding agents are bottlenecked by input-token cost. Two...
Gender-Dependent Diagnostic Substitution in LLM Medical Triage: Same Symptoms, Unequal Urgency
arXiv:2606.03641v1 Announce Type: new Abstract: We investigate whether large language models produce different medical...
Towards Non-Monotonic Entailment in Propositional Defeasible Standpoint Logic
arXiv:2606.03655v1 Announce Type: new Abstract: Recent work in defeasible reasoning has seen notions of preferential...
Diagnosing Knowledge Gaps in LLM Tool Use: An Agentic Benchmark for Novel API Acquisition
arXiv:2606.03657v1 Announce Type: new Abstract: Large language models for code generation often need to use APIs that...
From Answers to States: Verifiable Process-Level Evaluation of Chemical Reasoning in Large Language Models
arXiv:2606.03660v1 Announce Type: new Abstract: Large language models are increasingly used as chemistry assistants,...
EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents
arXiv:2606.03678v1 Announce Type: new Abstract: Generating safety-critical scenarios is essential for validating and...
The DeepSpeak-Agentic Dataset
arXiv:2606.03686v1 Announce Type: new Abstract: We present DeepSpeak-Agentic, a dataset of videos comprising over 37...
SkillPyramid: A Hierarchical Skill Consolidation Framework for Self-Evolving Agents
arXiv:2606.03692v1 Announce Type: new Abstract: Recent AI agents can flexibly invoke skills to solve complex tasks,...
Dynamic Objective Selection with Safeguards and LLM Oversight for Financial Decision-Making
arXiv:2606.03704v1 Announce Type: new Abstract: Financial decision-making tasks such as stock recommendation and...
Unveiling the Structure of Do-Calculus Reasoning via Derivation Graphs
arXiv:2606.03719v1 Announce Type: new Abstract: The do-calculus defines a general system of inference for...
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