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

 🤖AI Coding Tools  Content type: Academic
arxiv.org·

Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents

 🧠LLMs  Content type: Academic
arxiv.org·

Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making

 🧠LLMs  Content type: Academic
arxiv.org·

Brain-Prompt Injection: A Route-Safety Audit for BCI-LLM Agents

 🛡️Security Advisories  Content type: Academic
arxiv.org·

Bidirectional Semantic Complementary Tool Retrieval for Remote Sensing Agents

 🧠LLMs  Content type: Academic
arxiv.org·

Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads

 🧠LLMs  Content type: Academic
arxiv.org·

Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving

 🤖AI Coding Tools  Content type: Academic
arxiv.org·

Personality Anchoring for Social Simulation: Linking Personality, Social Behavior, and Interaction Success with LLM Agents

 🧠LLMs  Content type: Academic
arxiv.org·

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

 🧠LLMs  Content type: Academic
arxiv.org·

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow

 🧠LLMs  Content type: Academic
arxiv.org·

Humans' ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model Annotations for Agent Collaboration

 🤖AI Coding Tools  Content type: Academic
arxiv.org·

Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline

 🧠LLMs  Content type: Academic
arxiv.org·

Aligned but Not Partner-Specific: Distinguishing How Multimodal LLM Agents Succeed in Reference Games Without Human-Like Conventions

 🧠LLMs  Content type: Academic
arxiv.org·

The Self-Correction Illusion: LLMs Correct Others but Not Themselves

 🔐Cryptography  Content type: Academic
arxiv.org·

Agentic Persona Generation with Critique-Refinement: An Industrial Evaluation

 🧠LLMs  Content type: Academic
arxiv.org·

Scaling Self-Evolving Agents via Parametric Memory

 🧠LLMs  Content type: Academic
arxiv.org·

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

 🧠LLMs  Content type: Academic
arxiv.org·

AgentJet: A Flexible Swarm Training Framework for Agentic Reinforcement Learning

 🤖AI Coding Tools  Content type: Academic
arxiv.org·

VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation

 🧠LLMs  Content type: Academic
arxiv.org·

TIBlender: Early-Warning Threat Intelligence from Cross-Platform Social Media Evidence

 🛡️Security Advisories  Content type: Academic
arxiv.org·

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