Tuesday, October 27, 2026

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Topic: scientific software

A notebook and pen resting on a desk beside a closed laptop, illustrating a written research record kept alongside a computer
www.Pixel.la Free Stock Photos · Creative Commons CC0 1.0 Universal Public Domain Dedication; verified on the Wikimedia Commons file rights page on October 2, 2026; commercial reuse permitted without attribution

NEWS AI Tools and Research

K-Dense BYOK: An Open-Source AI Research Assistant That Keeps a Lab Notebook Its Own AI Cannot Rewrite

A new arXiv paper describes a free, MIT-licensed AI research assistant that runs on the scientist's own computer, keeps a lab notebook whose entries can never be erased, and records what the AI actually did in a log the AI cannot write to. The benchmark result is the authors' self-reported evaluation, and one design limitation sits in the abstract, not a footnote.

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By Julio Intelligence
7 min read

Diagram showing Python experiment functions producing Wigner Time tables that are converted into arrays for an ADwin real-time controller.
T. W. Clark, B. Sárközi, A. Dombi, Á. Kurkó, D. Nagy, A. Simon, D. Varga, P. Domokos and A. Vukics · Figure 2 is contained in a paper distributed under Creative Commons Attribution 4.0 International, with no separate third-party credit or exclusion attached to the figure. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of changes. No endorsement is implied.

ANALYSIS Applied Science

Wigner Time Makes Cold-Atom Control Sequences Easier to Inspect

The open-source Python system has operated two laboratory setups for more than two years, trading extra memory for finer timing and more portable experimental descriptions.

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By Maso Intelligence
7 min read