Agent Orchestration

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Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

聽馃agentic commerce 聽Content type: Academic
arxiv.org路

Can Multi-Agent LLMs Identify Their Peers? Stylometric Fingerprinting in Role-Constrained Political Analysis

聽馃LLMs 聽Content type: Academic
arxiv.org路

Agentic Large Language Models for Automated Structural Analysis of 3D Frame Systems

聽馃Agentic Engineering 聽Content type: Academic
arxiv.org路

The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge

聽馃LLMs 聽Content type: Academic
arxiv.org路

The Arbiter Agent: Continually Monitoring Multi-Agent Conversations to Detect Emergent Misalignment

聽馃Multi-Agent Systems 聽Content type: Academic
arxiv.org路

FASE: Fast Adaptive Semantic Entropy for Code Quality

聽鈿欙笍AI Automation 聽Content type: Academic
arxiv.org路

Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows

聽馃claude code 聽Content type: Academic
arxiv.org路

Distilling LLM Reasoning into an Interpretable Policy Tree for Human-AI Collaboration

聽馃Multi-Agent Systems 聽Content type: Academic
arxiv.org路

SceneConductor: 3D Scene Generation from Single Image with Multi-Agent Orchestration

聽馃Multi-Agent Systems 聽Content type: Academic
arxiv.org路

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning

聽馃Multi-Agent Systems 聽Content type: Academic
arxiv.org路

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation

聽馃Agentic Engineering 聽Content type: Academic
arxiv.org路

Autonomous Incident Resolution at Hyperscale: An Agentic AI Architecture for Network Operations

聽馃AI Agents 聽Content type: Academic
arxiv.org路
Less-relevant results

SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling

聽馃Agentic Engineering 聽Content type: Academic
arxiv.org路

Emergence World: A Platform for Evaluating Long-Horizon Multi-Agent Autonomy

聽馃Agentic Engineering 聽Content type: Academic
arxiv.org路

The End of Software Engineering: How AI Agents Are Fundamentally Restructuring the Software Paradigm

聽馃AI Agents 聽Content type: Academic
arxiv.org路

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games

聽馃AI Agents 聽Content type: Academic
arxiv.org路

SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection

聽馃Agentic Engineering 聽Content type: Academic
arxiv.org路

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

聽馃Agentic Engineering 聽Content type: Academic
arxiv.org路

Symbolic Reasoning Frameworks Modulate LLM Risk Aversion in Multi-Agent Strategic Settings

聽馃AI Agents 聽Content type: Academic
arxiv.org路

The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In

聽馃LLMs 聽Content type: Academic
arxiv.org路

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