Tootfinder

New on blog: "EPYTEST_PLUGINS and other goodies now in #Gentoo"
"""
If you are following the gentoo-dev mailing list, you may have noticed that there’s been a fair number of patches sent for the #Python eclasses recently. Most of them have been centered on #pytest support. Long story short, I’ve came up with what I believed to be a reasonably good design, and decided it’s time to stop manually repeating all the good practices in every ebuild separately.
In this post, I am going to shortly summarize all the recently added options. As always, they are all also documented in the Gentoo Python Guide.
"""
https://blogs.gentoo.org/mgorny/2025/07/26/epytest_plugins-and-other-goodies-now-in-gentoo/

PACER electronic filing system under attack by hackers, federal judge warns lawmakers https://therecord.media/pacer-filing-system-under-attack

My fair city of Roanoke attained “Bee City USA” status in 2022, which aims to “promote healthy, sustainable habitats for bees and other pollinators, responsible for the reproduction of nearly 90% of the world’s flowering plant species and one in every three bites of food we eat.”
Last night, a couple of garden clubs teamed up with the city to screen a new PBS Nature documentary, “My Garden of a Thousand Bees”.

My Garden of a Thousand Bees
New PBS documentary following wildlife filmmaker Martin Dohrn as he films more than 60 species of bees in his urban garden in Bristol, England, during the COVID-19 2020 lockdown.

I have a dual-boot setup with Debian and Elementary on my laptop, because Elementary was my very first Linux distro, so it’s got a place in my heart.
Anyway, here are some shirts I own, along with two logos and a tux I made at work using the Plasma CNC!
#ElementaryOS #Elementary

FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
Parker Seegmiller, Kartik Mehta, Soumya Saha, Chenyang Tao, Shereen Oraby, Arpit Gupta, Tagyoung Chung, Mohit Bansal, Nanyun Peng
https://arxiv.org/abs/2508.16514

FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
Recent works improving LLM math reasoning with synthetic data have used unique setups, making comparison of data synthesis strategies impractical. This leaves many unanswered questions about the roles of different factors in the synthetic data pipeline, such as the impact of filtering low-quality problems. To address this gap, we introduce FLAMES, a Framework for LLM Assessment of Math rEasoning Data Synthesis, and perform a systematic study of 10 existing data synthesis strategies and multiple…

In which I recommend that if you’re building or upgrading a moderately serious music-listening system, you use Qobuz and include a cheap Mac Mini: https://www.tbray.org/ongoing/When/202x/2025/06/22/Qobuz-and-Others

Qobuz and Mac

Filling of incomplete sinograms from sparse PET detector configurations using a residual U-Net
Klara Leffler, Luigi Tommaso Luppino, Samuel Kuttner, Karin S\"oderkvist, Jan Axelsson
https://arxiv.org/abs/2506.19600

Filling of incomplete sinograms from sparse PET detector configurations using a residual U-Net
Long axial field-of-view PET scanners offer increased field-of-view and sensitivity compared to traditional PET scanners. However, a significant cost is associated with the densely packed photodetectors required for the extended-coverage systems, limiting clinical utilisation. To mitigate the cost limitations, alternative sparse system configurations have been proposed, allowing an extended field-of-view PET design with detector costs similar to a standard PET system, albeit at the expense of i…

"The most worrying possibility behind Earth’s [accelerating warming] is how the general nature of clouds may be changing in response to climbing temperatures. It’s a feedback loop that could potentially exacerbate warming and is one of the single biggest uncertainties in predicting future climate."

Global Warming Is Speeding Up and the World Is Feeling the Effects
Human-caused global warming has been increasing faster and faster since the 1970s.

Cross-sections and experimental signatures for detection of a well-defined dark matter WIMP
Bailey Tallman, Jehu Martinez, Rohan Shankar, Kane Rylander, Roland E. Allen
https://arxiv.org/abs/2506.19719

Cross-sections and experimental signatures for detection of a well-defined dark matter WIMP
We report the following calculations for a recently proposed bosonic dark matter WIMP with well-defined interactions: (1)~the mass as determined by fitting to the relic abundance; (2)~the current annihilation cross-section for indirect detection; (3)~cross-sections for pair production accompanied by jets in proton colliders with center-of-mass energies ranging from 13 to 100 TeV; (4)~for the high-luminosity LHC, and planned 100 TeV proton collider, detailed plots of experimentally accessible qu…

Pretty sure my mom gets that “flying-an-airplane-without-a-manual” feeling whenever she walks in and catches sight of my anarchist flag waving next to the rainbow, trans, and neurodiversity pride flags.
#Autism #ActuallyAutistic