Tootfinder

This guy makes me laugh!
#Capitalism #AntiCapitalism

Was für ein Verlust für die Kölner Kinoszene. Bernhard Marsch, zentrale Figur des Filmclub 813, ist Sonntagabend bei einem Unfall verstorben.
https://www.filmstiftung.de/news/bernhard-marsch-verstorben/

Bernhard Marsch verstorben - Film und Medien Stiftung NRW
Der Kölner Regisseur, Drehbuchautor, Filmproduzent und Schauspieler Bernhard Marsch ist überraschend bei einem tragischen Unfall im Alter von 63 Jahren verstorben.Der 1962 geborene Filmemacher war eine engagierte Persönlichkeit der Kölner Filmszene. 1990 gehörte Marsch zu den Gründungsmitgliedern des Filmclub 813, dessen langjähriger Vorsitzender er war. Der Filmclub wurde mehrfach mit dem Kinematheksverbundspreis ausgezeichnet und gilt als fester Bestandteil der Kölner Filmkultur.

Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps
Kangyu Wang, Hongliang He, Lin Liu, Ruiqi Liang, Zhenzhong Lan, Jianguo Li
https://arxiv.org/abs/2508.11452

Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps
Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs) have ushered in a new era of AI capabilities, demonstrating near-human-level performance across diverse scenarios. While numerous benchmarks (e.g., MMLU) and leaderboards (e.g., Chatbot Arena) have been proposed to help evolve the development of LLMs and MLLMs, most rely on static datasets or crowdsourced general-domain prompts, often falling short of reflecting performance in real-world applications. To bridge this criti…

Spin decoherence dynamics of Er$^{3 }$ in CeO$_2$ film
Sagar Kumar Seth, Jonah Nagura, Vrindaa Somjit, Aneesh Bapat, Xinhao Li, Gregory D. Grant, Ignas Masiulionis, Xu Han, F. Joseph Heremans, Giulia Galli, David D. Awschalom, Supratik Guha, Jiefei Zhang
https://arxiv.org/abs/2508.12429

Spin decoherence dynamics of Er$^{3+}$ in CeO$_2$ film
Developing telecom-compatible spin-photon interfaces is essential towards scalable quantum networks. Erbium ions (Er$^{3+}$) exhibit a unique combination of a telecom (1.5 $μ$m) optical transition and an effective spin-$1/2$ ground state, but identifying a host that enables heterogeneous device integration while preserving long optical and spin coherence remains an open challenge. We explore a new platform of Er$^{3+}$:CeO$_2$ films on silicon, offering low nuclear spin density and the potenti…

Thyme: Think Beyond Images
Yi-Fan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Haonan Fan, Kaibing Chen, Jiankang Chen, Haojie Ding, Kaiyu Tang, Zhang Zhang, Liang Wang, Fan Yang, Tingting Gao, Guorui Zhou
https://arxiv.org/abs/2508.11630

Thyme: Think Beyond Images
Following OpenAI's introduction of the ``thinking with images'' concept, recent efforts have explored stimulating the use of visual information in the reasoning process to enhance model performance in perception and reasoning tasks. However, to the best of our knowledge, no open-source work currently offers a feature set as rich as proprietary models (O3), which can perform diverse image manipulations and simultaneously enhance logical reasoning capabilities through code. In this paper, we make…

Arguably, this guy got on the cover of the very best Pink Floyd album.
(although sometimes I think it's Animals. And sometimes The Dark Side of the Moon. And often I just can't choose one amongst those three)
https://www.bbc.com/news/articles/c05e0z9lj3mo

Hollywood stuntman set on fire for Pink Floyd cover dies aged 88
Ronnie Rondell Jr's decades-long career saw him appear in films and TV including Baywatch, Spartacus and The Matrix Reloaded.

The feeling when you find the root cause for a problem that has been bothering you for months. And it turns out to be fixable by adding a single letter. (To turn an "unsigned long" literal into an "unsigned long long" one.) (Actually I made it use the UINT64_C() macro from <cstdint>.)
Writing portable code is hard. And thanks, Windows, for keeping "long" as 32 bits even in 64-bit code.
Now, if only Clang or gcc on Linux would warn about such po…

Right now, forever, and probably even in my next life, I use Debian, because once you go rock solid, there’s no going back. 😋 :debian:
#Debian #Linux #Eurovision

it really is generally safer to assume a male christian singer-songwriter is closeted gay than otherwise. it really is fundamentally lyrically androphilic despite the surrounding style. it really is mostly love songs about falling to your knees and pleasing jesus if you know what i mean wink wink

IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
Xu Guo, Tianyi Liang, Tong Jian, Xiaogui Yang, Ling-I Wu, Chenhui Li, Zhihui Lu, Qipeng Guo, Kai Chen
https://arxiv.org/abs/2508.04632

IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
Reinforcement Learning with Verifiable Rewards (RLVR) improves instruction following capabilities of large language models (LLMs), but suffers from training inefficiency due to inadequate difficulty assessment. Moreover, RLVR is prone to over-optimization, where LLMs exploit verification shortcuts without aligning to the actual intent of user instructions. We introduce Instruction Following Decorator (IFDecorator}, a framework that wraps RLVR training into a robust and sample-efficient pipeline…