Tootfinder

Enhancing the Quality of 3D Lunar Maps Using JAXA's Kaguya Imagery
Yumi Iwashita, Haakon Moe, Yang Cheng, Adnan Ansar, Georgios Georgakis, Adrian Stoica, Kazuto Nakashima, Ryo Kurazume, Jim Torresen
https://arxiv.org/abs/2510.11817

Enhancing the Quality of 3D Lunar Maps Using JAXA's Kaguya Imagery
As global efforts to explore the Moon intensify, the need for high-quality 3D lunar maps becomes increasingly critical-particularly for long-distance missions such as NASA's Endurance mission concept, in which a rover aims to traverse 2,000 km across the South Pole-Aitken basin. Kaguya TC (Terrain Camera) images, though globally available at 10 m/pixel, suffer from altitude inaccuracies caused by stereo matching errors and JPEG-based compression artifacts. This paper presents a method to improv…

A Survey on Parallel Reasoning
Ziqi Wang, Boye Niu, Zipeng Gao, Zhi Zheng, Tong Xu, Linghui Meng, Zhongli Li, Jing Liu, Yilong Chen, Chen Zhu, Hua Wu, Haifeng Wang, Enhong Chen
https://arxiv.org/abs/2510.12164

A Survey on Parallel Reasoning
With the increasing capabilities of Large Language Models (LLMs), parallel reasoning has emerged as a new inference paradigm that enhances reasoning robustness by concurrently exploring multiple lines of thought before converging on a final answer. It has become a significant trend to explore parallel reasoning to overcome the fragility of standard sequential methods and improve practical performance. In this paper, we aim to survey and summarize the progress and challenges of parallel reasonin…

> Our conclusion is clear: AI is promising for quality assurance and marker training, but for the moment it’s nowhere near ready to take over high stakes marking.
https://ofqual.blog.gov.uk/2026/01/14/using-ai-in-mar…

Using AI in marking: why technical capability, fairness, and transparency all matter
Ofqual has published new research exploring artificial intelligence’s potential role in marking, as well as its current capabilities and constraints. Rather than providing definitive answers, the published working paper offers an overview of the topic, shares our current thinking, highlights …

Trump is very, very angry about a New York Times piece
that carefully documents his obvious physical decline.
Trump raged over the piece,
letting out a stream of lies about his performance in office
and even attacking the reporter who wrote the piece as ugly.
This may seem typical of Trump,
but we think it gets at something deeper.
Trump’s entire political mystique is premised on the fiction that he’s a strong, virile, formidable figure
who …

Transcript: Trump Fury Erupts at NYT as Mental Decline Visibly Worsens
As Trump’s rage at the paper of record reveals too much, the author of piece on Trump as “lame duck dictator” explains how devastating it is for him that his carefully-cultivated illusion of strength is collapsing.

Can't find pencil & paper, can't I just text the answer in? #TOTP

Paper rejected with a minor revision and something else I don’t know what it is (not a revision): six absurd questions in a paragraph of a few lines, which I’ll never be able to answer anyway.
That’s how dreadful journal revisions are in 2025. We carry on.

I recently debugged sound staying mute. Yet the speakers, bluetooth, pipewire, gnome all claimed everything is fine and connected.
That day I learned you can mute a tab group in a Sideberry.
via @…
https…

Since Ghislaine Maxwell’scontroversial transfer to a low-security prison camp this summer,
her time at Texas’s FPC Bryan has prompted uproar over alleged favorable treatment
– including claims this week that she was provided custom-made meals and access to a puppy
Some of the recent accusations were in a 9 November letter that Jamie Raskin sent to Donald Trump.
The Democratic representative’s letter, which cited whistleblower information, demanded answers about Maxwel…