Tootfinder

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
https://arxiv.org/abs/2505.23352

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
The communication topology in large language model-based multi-agent systems fundamentally governs inter-agent collaboration patterns, critically shaping both the efficiency and effectiveness of collective decision-making. While recent studies for communication topology automated design tend to construct sparse structures for efficiency, they often overlook why and when sparse and dense topologies help or hinder collaboration. In this paper, we present a causal framework to analyze how agent ou…

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems
Zeinab Nezami, Syed Danial Ali Shah, Maryam Hafeez, Karim Djemame, Syed Ali Raza Zaidi
https://arxiv.org/abs/2505.23710

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems
This paper envisions 6G as a self-evolving telecom ecosystem, where AI-driven intelligence enables dynamic adaptation beyond static connectivity. We explore the key enablers of autonomous communication systems, spanning reconfigurable infrastructure, adaptive middleware, and intelligent network functions, alongside multi-agent collaboration for distributed decision-making. We explore how these methodologies align with emerging industrial IoT frameworks, ensuring seamless integration within digi…

Ако сте наблизо, отбийте се да се запознаем от 12 до 13 ч. днес на Панаира на книгата, щанд на изд. Ерго 🙂
If you happen to be in Sofia and nearby today, come and say hi. I'll be signing books and talking Creative Commons at the Sofia Book Fair from noon to 1 pm (Ergo Books publishing house) 😎

A lot to celebrate in the lab at the end of the school year — students at commencement, and a campus award for our paper presenting a reconstruction of Joshua tree flowering activity since the early 20th century
https://lab.jbyoder.org/2025/05/22/com

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception
Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Zehui Xiong, Sumei Sun, Abbas Jamalipour
https://arxiv.org/abs/2505.23275

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception
The rapid development of multimodal AI and Large Language Models (LLMs) has greatly enhanced real-time interaction, decision-making, and collaborative tasks. However, in wireless multi-agent scenarios, limited bandwidth poses significant challenges to exchanging semantically rich multimodal information efficiently. Traditional semantic communication methods, though effective, struggle with redundancy and loss of crucial details. To overcome these challenges, we propose a Retrieval-Augmented Mul…

#SilentSunday

Now starting: the #SecurityNarratives workshop, a very interesting expression of the #DigitalHumanities and a collaboration between the Department of Interdisciplinary Studies of Culture and Department of Information Security and Communication Technology at

What might the future of research and education networking look like?
“Foresight 2030: Navigating Change” report explores 9 key challenges, 3 possible futures, and one key takeaway: change is coming, and collaboration is our strength.
📖 Read the article by Charles Hutchings, Raimundas Tuminauskas & Beatrix Weber −

Foresight 2030 – Navigating Change | GÉANT CONNECT Online
“Foresight 2030 is a great example of what NRENs do best: collaborate for the benefit of the unique and crucial digital infrastructure which supports research and education and the benefit they bring to science and learning, communities and economies internationally. The report demonstrates the reach and significance of the technical expertise NRENs convene within and

France Becomes First Government to Endorse UN #OpenSource Principles, Joined by 19 Organizations
https://unite.un.org/fr/news/france-be