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AI Agents
🕵️ AI Agents
autonomous agents, tool use, ReAct, multi-agent
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57
posts in
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Silent Failure in LLM
Agent
Systems
: The Entropy Principle and the Inevitable Disorder of
Autonomous
Agents
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents
Consensus is Strategically Insufficient: Reasoning-Trace Disagreement as a Knowledge-Representation Signal
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Consensus is Strategically Insufficient: Reasoning-Trace Disagreement as a Knowledge-Representation Signal
SCALE: Scalable Cross-Attention Learning with Extrapolation for
Agentic
Workflow
Scheduling
🧠
LLMs
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling
Optimal Online Equitable Allocation with Indivisible Resources
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Optimal Online Equitable Allocation with Indivisible Resources
Learning to cooperate with emergent reputation via
multi-agent
reinforcement learning
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Learning to cooperate with emergent reputation via multi-agent reinforcement learning
Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience
Agents
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents
EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via
Multi-Agent
Teacher Distillation
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation
DuMate-DeepResearch: An Auditable
Multi-Agent
System
with Recursive Search and Rubric-Grounded Reasoning
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning
An End-to-End Encrypted Control Pipeline for
Multi-Agent
Coordination via CKKS Homomorphic Encryption
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for An End-to-End Encrypted Control Pipeline for Multi-Agent Coordination via CKKS Homomorphic Encryption
GARL: Game-Theoretic Reinforcement Learning for
Multi-Agent
Strategic Prioritisation
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for GARL: Game-Theoretic Reinforcement Learning for Multi-Agent Strategic Prioritisation
How
AI
Agents
Reshape Knowledge
Work
: Autonomy, Efficiency, and Scope
🤖
AI Coding
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for How AI Agents Reshape Knowledge Work: Autonomy, Efficiency, and Scope
TIBlender: Early-Warning Threat Intelligence from Cross-Platform Social Media Evidence
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for TIBlender: Early-Warning Threat Intelligence from Cross-Platform Social Media Evidence
A
multi-agent
system
for spine MRI report generation from
multi-sequence
imaging
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for A multi-agent system for spine MRI report generation from multi-sequence imaging
A
Multi-Agent
System
for IPMSM Design Optimization via an FEA-AI Hybrid Approach
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for A Multi-Agent System for IPMSM Design Optimization via an FEA-AI Hybrid Approach
Autonomous
heterogeneous catalyst discovery with a self-evolving
multi-agent
digital twin
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Autonomous heterogeneous catalyst discovery with a self-evolving multi-agent digital twin
Benchmarking Open-Ended
Multi-Agent
Coordination in Language Agents
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Benchmarking Open-Ended Multi-Agent Coordination in Language Agents
Exploring the Topology and Memory of Consensus: How LLM
Agents
Agree, Fragment, or Settle When Forming Conventions
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions
Audio-Oscar: A
Multi-Agent
System
for Complex Audio Scene Generation, Orchestration, and Refinement
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Audio-Oscar: A Multi-Agent System for Complex Audio Scene Generation, Orchestration, and Refinement
From Privacy to
Workflow
Integrity: Communication-Graph Metadata in
Autonomous
Agent
Interoperability
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability
RAILS: Verification-Native Clearing For
Agentic
Commerce
🔗
LLM Workflows
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for RAILS: Verification-Native Clearing For Agentic Commerce
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