Tootfinder

Entropy After $\langle \texttt{/Think} \rangle$ for reasoning model early exiting
Xi Wang, James McInerney, Lequn Wang, Nathan Kallus
https://arxiv.org/abs/2509.26522 https://…

Entropy After $\langle \texttt{/Think} \rangle$ for reasoning model early exiting
Large reasoning models show improved performance with longer chains of thought. However, recent work has highlighted (qualitatively) their tendency to overthink, continuing to revise answers even after reaching the correct solution. We quantitatively confirm this inefficiency by tracking Pass@1 for answers averaged over a large number of rollouts and find that the model often begins to always produce the correct answer early in the reasoning, making extra reasoning a waste of tokens. To detect …

'Egotistical' Micah Parsons 'rankled teammates' in Cowboys locker room, insider says https://www.si.com/nfl/cowboys/news/egotistical-micah-parsons-rankled-teammates-dallas-cowboys-locker-room-nfl-insider-sa…

"Land was Owned by Billionaires Who Didn’t Allow Access to National Monument – Now it’s Open"
#Environment
https://www.goodnewsnetwork.…

Land was Owned by Billionaires Who Didn’t Allow Access to National Monument – Now it's Open
The private ranchland blocked a 3.8-mile access road to a large National Monument in Montana, which will now be opened by the nonprofit.

Ein wohnungsloses Känguru in Berlin? Hmm, das hatten wir doch schon mal. Ist es gar kommunistisch und war in Vietnam?
https://www.faz.net/aktuell/gesellschaft/tiere/huepft-jakob-augsteins-kaenguru-durch-berlin-110710888.html

Hüpft Jakob Augsteins Känguru durch Berlin?
In der Hauptstadt ist ein Känguru ausgebüxt – angeblich aus dem Hause von Jakob Augstein. Nun muss es sich wohl mit dem Berliner Wohnungsmarkt rumschlagen.

Space-Force-Raumgleiter testet Laserkommunikation und Quantensensoren im All
Der US-Raumgleiter X-37B startet heute zur 8. Mission für zwei neue Tests: Kommunikation im Weltraum per Laser und Unabhängigkeit von GPS durch Quantentechnik.

I told these hikers that I was out with my new lens because I'd always struggled to capture the experience of what it's like to hike in Shindagin Hollow State Forest and they said that was a noble mission
#photo #photography

Was ist die größte #Taubenart Mitteleuropas? 🕊️ Die #Ringeltaube. Durch ihren charakteristischen weißen Halsfleck und dem „Ruguuuugu guugu“-Ruf ist sie leicht zu erkennen. Bei mir wohnt mindestens ein Pärchen in der Umgebung. Mehr zu den hübschen Vögeln im Artikel. 🌳🔍

Ringeltaube (Columba palumbus): Wissenswertes über die größte Taubenart Mitteleuropas
Ringeltaube (Columba palumbus): Wissenswertes über die größte Taubenart Mitteleuropas. Merkmale, Verhalten, Brutverhalten, Nahrung & Lebensraum.

Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation
Yanming Sun, Runzhe Zhan, Chi Seng Cheang, Han Wu, Xuebo Liu, Yuyao Niu, Fengying Ye, Kaixin Lan, Lidia S. Chao, Derek F. Wong
https://arxiv.org/abs/2510.00829

Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation
\textbf{RE}trieval-\textbf{A}ugmented \textbf{L}LM-based \textbf{M}achine \textbf{T}ranslation (REAL-MT) shows promise for knowledge-intensive tasks like idiomatic translation, but its reliability under noisy retrieval contexts remains poorly understood despite this being a common challenge in real-world deployment. To address this gap, we propose a noise synthesis framework and new metrics to evaluate the robustness of REAL-MT systematically. Using this framework, we instantiate REAL-MT with Q…

Diffraction by Circular and Triangular Apertures as a Diagnostic Tool of Twisted Matter Waves
Maksim Maksimov, Nikita Borodin, Daria Kargina, Dmitry Naumov, Dmitry Karlovets
https://arxiv.org/abs/2510.00826

Diffraction by Circular and Triangular Apertures as a Diagnostic Tool of Twisted Matter Waves
We study diffraction of twisted matter waves (electrons and light ions carrying orbital angular momentum $\ell/\hbar=0,\pm1,\pm2,\ldots$ by circular and triangular apertures. Within the scalar Kirchhoff-Fresnel framework, circular apertures preserve cylindrical symmetry and produce ringlike far-field profiles whose radii and widths depend on $|\ell|$ but are insensitive to its sign. In contrast, equilateral triangles break axial symmetry and yield structured patterns that encode both …

Recently Departed Cowboy ‘Rankled Teammates’ In Locker Room – Report https://heavy.com/sports/nfl/dallas-cowboys/micah-parsons-not-popular-locker-room/?adt_ei=[email]