Tootfinder

PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou
https://arxiv.org/abs/2509.21057

PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Semantic-level watermarking (SWM) for large language models (LLMs) enhances watermarking robustness against text modifications and paraphrasing attacks by treating the sentence as the fundamental unit. However, existing methods still lack strong theoretical guarantees of robustness, and reject-sampling-based generation often introduces significant distribution distortions compared with unwatermarked outputs. In this work, we introduce a new theoretical framework on SWM through the concept of pr…

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🇺🇦 Auf radioeins läuft...
Kenny Dope feat. Róisín Murphy:
🎵 Born Under Punches (The Heat Goes On)
#NowPlaying #KennyDope #RóisínMurphy
https://bbemusic.bandcamp.com/album/born-under-punches-and-the-heat-goes-on
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@… DOOM on an external charging station: https://mastodon.social/@Atc1441/115051397563188886

Atc1441 (@Atc1441@mastodon.social)
Attached: 1 image DOOM on the ANKER Prime Charging station😅 The internal SWM34S MCU is just way too nice! 8MB RAM + 16MB Flash directly mapped to memory goes brrrr Video on Youtube: https://youtu.be/MdOU8SqCqeY

$\boldsymbol{\nabla} \boldsymbol{\cdot} \mathbf{B}$, outer boundary, and Biot-Savart in magnetosphere MHD simulations
Dean Thomas (Space Weather Lab, Department of Physics and Astronomy, George Mason University, Fairfax, VA, USA), Robert S. Weigel (Space Weather Lab, Department of Physics and Astronomy, George Mason University, Fairfax, VA, USA), Gary Quaresima (Department of Physics, University of Virginia, Charlottesville, VA, USA), Antti Pulkkinen (Heliophysics Science Division, NAS…

$\boldsymbol{\nabla} \boldsymbol{\cdot} \mathbf{B}$, outer boundary, and Biot-Savart in magnetosphere MHD simulations
We examine the size of $\boldsymbol{\nabla} \boldsymbol{\cdot} \mathbf{B}$ and outer surface boundary integrals in estimating the surface magnetic field from magnetohydrodynamic (MHD) simulations. Maxwell's equations tell us $\boldsymbol{\nabla} \boldsymbol{\cdot} \mathbf{B}$ = 0, which may be violated due to numerical error. MHD models, such as the Space Weather Modeling Framework (SWMF) and the Open Geospace General Circulation Model (OpenGGCM), use different techniques to limit $\boldsymbol{…

🇺🇦 Auf radioeins läuft...
Kenny Dope feat. Róisín Murphy:
🎵 Born Under Punches (The Heat Goes On)
#NowPlaying #KennyDope #RóisínMurphy
https://bbemusic.bandcamp.com/album/born-under-punches-and-the-heat-goes-on
https://open.spotify.com/track/7nRizuGswM9vrhUk8CNF9I

🇺🇦 Auf radioeins läuft...
Kenny Dope (Ft. Róisín Murphy):
🎵 Born Under Punches (The Heat Goes On)
#NowPlaying #KennyDopeFtRóisínMurphy
#radioeins gespielten Titel als #Spotify Playliste: https://open.spotify.com/playlist/3hdH98B6uyXilhcWxCA6nv

🇺🇦 #NowPlaying on #BBC6Music's #LaurenLaverne
Kenny “Dope” Gonzalez:
🎵 Born Under Punches (The Heat Goes On) (feat. Róisín Murphy)
#Kenny“Dope”Gonzalez
https://open.spotify.com/track/7nRizuGswM9vrhUk8CNF9I