Tootfinder

EarlySciRev: A Dataset of Early-Stage Scientific Revisions Extracted from LaTeX Writing Traces
L\'eane Jourdan, Julien Aubert-B\'educhaud, Yannis Chupin, Marah Baccari, Florian Boudin
https://arxiv.org/abs/2603.28515 https://arxiv.org/pdf/2603.28515 https://arxiv.org/html/2603.28515
arXiv:2603.28515v1 Announce Type: new
Abstract: Scientific writing is an iterative process that generates rich revision traces, yet publicly available resources typically expose only final or near-final versions of papers. This limits empirical study of revision behaviour and evaluation of large language models (LLMs) for scientific writing. We introduce EarlySciRev, a dataset of early-stage scientific text revisions automatically extracted from arXiv LaTeX source files. Our key observation is that commented-out text in LaTeX often preserves discarded or alternative formulations written by the authors themselves. By aligning commented segments with nearby final text, we extract paragraph-level candidate revision pairs and apply LLM-based filtering to retain genuine revisions. Starting from 1.28M candidate pairs, our pipeline yields 578k validated revision pairs, grounded in authentic early drafting traces. We additionally provide a human-annotated benchmark for revision detection. EarlySciRev complements existing resources focused on late-stage revisions or synthetic rewrites and supports research on scientific writing dynamics, revision modelling, and LLM-assisted editing.
toXiv_bot_toot

Voting rights groups sue Georgia for refusing to release voter purge records (Yunior Rivas/Democracy Docket)
https://www.democracydocket.com/news-alerts/voting-rights-groups-sue-georgia-for-refusing-to-release-voter-purge-records/
http://www.memeorandum.com/260227/p112#a260227p112

The Mountain, el nuevo disco de la mšs famosa banda virtual del mundo: Gorillaz
#Gorillaz

Miami-based Indigo, which uses AI-powered underwriting tech to provide medical liability insurance to physicians, raised a $50M Series B led by Rubicon Founders (Brock E.W. Turner/Axios)
https://www.axios.com/pro/health-tech-deal

Exclusive: Indigo raises $50M for medical liability insurance
The company is open to M&A that would help it enter credentialing or tucking in competitors that add scale.

#urslisbäckerei
The Making of a #MillLoaf #Sourdough

International law, 2026 revision:
If a country is led by bad guys, it's OK to attack it.

Netflix actually won by walking away from the WBD bid, collecting a $2.8B termination fee and driving up the price and debt load of the Paramount-WBD merger (Dan Gallagher/Wall Street Journal)
https://www.wsj.com/business/media/netflix

Wer jetzt noch glaubt, dass die Regierung Merz und insbesondere Ministerin Reiche clevere und intelligente Entscheidungen treffen, hat echt den Schuss nicht gehört.
Wir machen konsequent das Gegenteil von dem was gut wäre für:
1. Menschen
2. Klima
3. Gesellschaft
4. Wirtschaft
Die Revision des Gebäudenergiegesetzes schadet allen und wirtschaftet lediglich ein paar wenigen Gas-Oligarchen in die Tasche.
Einfach nur dumm!
Dumm ist der, der dummes tut.

Mr. Mamdani, a democratic socialist who ran on an #affordability agenda,
pledged during the campaign to freeze rent on the city’s nearly one million rent-stabilized apartments.
“We know we are fighting for a #rent #freeze…

Mamdani’s First Orders Focus on Housing and Undoing Adams’s Decisions
Mayor Zohran Mamdani signed a flurry of executive orders on his first day as mayor of New York City. They were aimed at protecting tenants and revoking some of ex-Mayor Eric Adams’s past orders.

'What Did We Do?': Black Truckers Say They Were Denied Service Before White Server Called Cops to Remove Them from South Dakota Denny’s Restaurant Allegedly Because of Their Race
https://atlantablackstar.com/2023/09/05/dennys-is-under-fire-again-for-allegedly-refusing-to-serve-two-black-men/