Tootfinder

It's time to de-duplicate the desktops • The Register
https://www.theregister.com/2025/11/10/deduplicating_the_desktops/ by Liam Proven, @…

🔄 Smart file deduplication using symlinks, hardlinks, or CoW reflinks to save storage space automatically
🎵 Built-in media player supporting almost every audio format with on-demand #FFmpeg transcoding, equalizer, and OS lockscreen controls
🖼️ Automatic thumbnail generation for images, videos, and audio spectrograms using Pillow, pyvips, or FFmpeg
🔍 Powerful full-text search …

from my link log —
FastCDC: efficient content-defined chunking for data deduplication.
https://www.usenix.org/conference/atc16/technical-sessions/presentation/xia
saved 2025-10-01

A Living Review Pipeline for AI/ML Applications in Accelerator Physics
Adnan Ghribi
https://arxiv.org/abs/2510.09376 https://arxiv.org/pdf/2510.09376

A Living Review Pipeline for AI/ML Applications in Accelerator Physics
We present an open-source pipeline for generating a \emph{living review} of artificial intelligence (AI) and machine learning (ML) applications in accelerator physics and technologies. Traditional review articles provide static snapshots that are quickly outdated by the rapid pace of research. The presented system automatically harvests publications from multiple bibliographic sources (arXiv, InspireHEP, HAL, OpenAlex, Crossref, and Springer), deduplicates entries, applies semantic filtering to…