Tootfinder

ICWLM: A Multi-Task Wireless Large Model via In-Context Learning
Yuxuan Wen, Xiaoming Chen, Maojun Zhang, Zhaoyang Zhang
https://arxiv.org/abs/2507.18167 https://

ICWLM: A Multi-Task Wireless Large Model via In-Context Learning
The rapid evolution of wireless communication technologies, particularly massive multiple-input multiple-output (mMIMO) and millimeter-wave (mmWave), introduces significant network complexity and computational demands. Significant research efforts have been made to improve physical layer performance by resorting to deep learning (DL) methods, which, however, are usually task-specific and struggle with data scarcity and generalization. To address these challenges, we propose a novel In-Context W…

Secure Energy Transactions Using Blockchain Leveraging AI for Fraud Detection and Energy Market Stability
Md Asif Ul Hoq Khan, MD Zahedul Islam, Istiaq Ahmed, Md Masud Karim Rabbi, Farhana Rahman Anonna, MD Abdul Fahim Zeeshan, Mehedi Hasan Ridoy, Bivash Ranjan Chowdhury, Md Nazmul Shakir Rabbi, GM Alamin Sadnan
https://arxiv.or…

Secure Energy Transactions Using Blockchain Leveraging AI for Fraud Detection and Energy Market Stability
Peer-to-peer trading and the move to decentralized grids have reshaped the energy markets in the United States. Notwithstanding, such developments lead to new challenges, mainly regarding the safety and authenticity of energy trade. This study aimed to develop and build a secure, intelligent, and efficient energy transaction system for the decentralized US energy market. This research interlinks the technological prowess of blockchain and artificial intelligence (AI) in a novel way to solve lon…

A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery
Rafael Ferreira da Silva, Milad Abolhasani, Dionysios A. Antonopoulos, Laura Biven, Ryan Coffee, Ian T. Foster, Leslie Hamilton, Shantenu Jha, Theresa Mayer, Benjamin Mintz, Robert G. Moore, Salahudin Nimer, Noah Paulson, Woong Shin, Frederic Suter, Mitra Taheri, Michela Taufer, Newell R. Washburn

A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery
Scientific discovery is being revolutionized by AI and autonomous systems, yet current autonomous laboratories remain isolated islands unable to collaborate across institutions. We present the Autonomous Interconnected Science Lab Ecosystem (AISLE), a grassroots network transforming fragmented capabilities into a unified system that shorten the path from ideation to innovation to impact and accelerates discovery from decades to months. AISLE addresses five critical dimensions: (1) cross-institu…

"Israel and America’s war with Iran is not just a strategic throw of the dice. It is a fundamental shift in how power operates in a multipolar world. Though a transition toward new models of collective security remains theoretically possible, as the foundations of US global hegemony wither under Donald Trump the current trajectory favours entropy over order. The danger is not merely in acts of war, it is also in the chaos they leave behind."

Chaos engulfs Iran. What can Britain and Europe do?
Whether it is a democracy or a dictatorship, a state that loses a long war usually faces a dangerous reckoning. For four decades the ideological foundations of the Islamic Republic of Iran were anchor

Seaweed farming as an eco-friendly alternative for Tanzanian fishing communities https://news.mongabay.com/short-article/2025/06/seaweed-farming-as-an-eco-friendly-alternative-for-tanzanian-fishing-communities/

Seaweed farming as an eco-friendly alternative for Tanzanian fishing communities
Climate change, overfishing and habitat loss have caused a sharp decline in fish stocks around Pemba Island, off the coast of Tanzania. To find a new income from the sea, women from Pemba are turning to sustainable seaweed farming, Mongabay’s video team reported in May. Seaweed farming was introduced to the island in 1989. It […]

There's a mysterious 'carbon sink' in the hinterlands of the South Island... absorbing more carbon than expected... I'm following this research with interest. https://www.rnz.co.nz/news/national/564407…

Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories
Islem Bouzenia, Michael Pradel
https://arxiv.org/abs/2506.18824 ht…

Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories
Large Language Model (LLM)-based agents are increasingly employed to automate complex software engineering tasks such as program repair and issue resolution. These agents operate by autonomously generating natural language thoughts, invoking external tools, and iteratively refining their solutions. Despite their widespread adoption, the internal decision-making processes of these agents remain largely unexplored, limiting our understanding of their operational dynamics and failure modes. In thi…

Ergodicity of the hard-core PCA with a random walk method
J\'er\^ome Casse, Ir\`ene Marcovici, Maxence Poutrel
https://arxiv.org/abs/2506.18632 https:/…

Ergodicity of the hard-core PCA with a random walk method
The hard-core probabilistic cellular automaton has attracted a renewed interest in the last few years, thanks to its connection with the study of a combinatorial game on percolation configurations. We provide an alternative proof for the ergodicity of this PCA for a neighbourhood of size $2$ and $3$, using the notion of decorrelated islands introduced by Casse in 2023, together with some new ideas. This shortens the previous proofs and provides a more intuitive and unified approach.

Die Features über die #Revolutionsgarde im #Iran und darüber hinaus,* macht noch einmal deutlich, welche Funktion ihr Feind, der Zionismus hat. Die mafiöse Systematik dieser militärischen Firma hat neben der islamisch-fundamentalistischen Ideologie eine simple Logik des Profits zum Inhalt. Ein Indiz dafür, …

Irans heimliche Herrscher - Die Revolutionsgarden - Aktuelles und Gesellschaft | ARTE
Als Architekten und Pfeiler der iranischen Diktatur hat es die Revolutionsgarde geschafft, alle Macht an sich zu reißen. Während die israelischen Bombenangriffe vom 13. Juni eine Front des offenen Krieges zwischen Teheran und Tel Aviv eröffnet haben, enthüllt diese Dokumentation die Macht einer weit verzweigten Organisation, die das Schicksal des Iran in ihren Händen hält.

Imagine you want to produce E-Fuels⚡⛽ but the power company does not want to sell you electricity⚡
That appears to be what potential E-Fuels producers faced in Iceland🇮🇸. The country uses 100% renewable electricity (hydro/geo) & could produce more.
Yet, Iceland's electricity producer Landsvirkjun does not have enough electricity⚡. Building new plants is delayed by slow permitting 📝. Landsvirkjun has therefore set out priorities.

Iceland's E-Fuels Controversy
Hydrogen and E-Fuels companies want to utilize Iceland's abundant renewable energy sources. But Iceland's largest energy company Landsvirkjun does not want to sell electricity to them. E-Fuels producers hope that European authorities will intervene, the EFTA Surveillane Authority investigates.