Tootfinder

An Artificial Intelligence Driven Semantic Similarity-Based Pipeline for Rapid Literature
Abhiyan Dhakal (Kathmandu University, Dhulikhel, Nepal), Kausik Paudel (Kathmandu University, Dhulikhel, Nepal), Sanjog Sigdel (Kathmandu University, Dhulikhel, Nepal)
https://arxiv.org/abs/2509.15292

An Artificial Intelligence Driven Semantic Similarity-Based Pipeline for Rapid Literature
We propose an automated pipeline for performing literature reviews using semantic similarity. Unlike traditional systematic review systems or optimization based methods, this work emphasizes minimal overhead and high relevance by using transformer based embeddings and cosine similarity. By providing a paper title and abstract, it generates relevant keywords, fetches relevant papers from open access repository, and ranks them based on their semantic closeness to the input. Three embedding models…

product_space: Atlas of Economic Complexity export network
Two networks of economic products, where a pair of products are connected if they are exported at similar rates by the same countries. The data are a projection from a bipartite network of nations and the products they export. Edges weights represent a similarity score (called "proximity"). Data based on UN Comtrade worldwide trade patterns. SITC network based on the Standard International Trade Classification and HS …

Die weltweite #Waldzerstörung nimmt weiter zu: 2024 gingen 8,3 Millionen Hektar verloren – deutlich mehr als im Vorjahr.
Besonders betroffen sind #Tropenwälder, oft durch gezielt gelegte #Brände

Waldzerstörung schreitet immer schneller voran
Eigentlich will die Staatengemeinschaft die Zerstörung des Waldes stoppen. Doch der Trend zeigt in die entgegengesetzte Richtung.

SSD-Nachbrenner: Auch Windows 11 hat Microsofts neuen NVMe-Treiber
Microsoft hat offiziell für Windows Server 2025 einen NVMe-Treiber für schnellere SSD-Zugriffe vorgestellt. Windows 11 hat den auch.
https…

Google starts rolling out ads in AI mode; the ads look similar to the citations in AI answers but with a "sponsored" label (Mayank Parmar/BleepingComputer)
https://www.bleepingcomputer.com/news/artificial-intelligence/g…

If you compress larger files and you care about smaller size, you may want to use xz with the highest "-9" option. Takes longer to compress, but you may not care about a few minutes extra. In the past, I didn't do that because I read that it takes more memory to decompress, so one might be worried that whoever downloads it may not be able to decompress it. How much memory is that? ~65MB due to a 64MB dictionary. I don't think we have to worry too much about that.

Bilal Karakus, 36, is a native of Sanliurfa, Turkey,
and has lived in Japan since 2015.
He manages his own food truck,
Bilo Kebab, and serves kebabs usually around Musashi-Kosugi and Okurayama stations in Kawasaki, Kanagawa Prefecture, as well as at festivals and events.

Sources: Google is offering voluntary buyouts to employees in its UK offices, following similar offers in several US divisions this year (Hugh Langley/Business Insider)
https://www.businessinsider.com/google-offers-voluntary-buyouts-uk-employees-ve…

Google offers voluntary buyouts to UK employees
After offering teams in the US voluntary buyouts earlier this year, Google is now doing the same in the UK.

foodweb_baywet: Florida cypress wetlands food web (1998)
Networks of carbon exchanges among species in the cypress wetlands of South Florida. One network covers the wet and the other the dry season. Each node represents a taxon (similar to a species), and a directed edge indicates that one taxon uses another as food.
This network has 128 nodes and 2106 edges.
Tags: Biological, Food web, Weighted

Ethereum's "low-risk DeFi" applications like payments and savings could drive the chain's revenue in a similar way that search and ads sustain Google's business (Vitalik Buterin/Vitalik Buterin's website)
https://vitalik.eth.limo/general/2025/09/21/lo…