Tootfinder

We desperately need to figure out how to flip this: how to lift up the creators of wonderful things, instead of rewarding whoever can acquire power over their creations.
I don’t think we know how to do this. There’s a vast spectrum of schemes for fixing this, ranging from capitalist versions of “intellectual property” to Marxist “just end capitalism” notions to various versions of “easy, society should just be different.” I find them all lacking, both in theory and in practice. This is a problem that’s existed for millennia, not decades, and I’m not convinced we have a clear solution.
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Crosslisted article(s) found for cs.LG. https://arxiv.org/list/cs.LG/new
[2/3]:
- Sharp Structure-Agnostic Lower Bounds for General Functional Estimation
Jikai Jin, Vasilis Syrgkanis
https://arxiv.org/abs/2512.17341 https://mastoxiv.page/@arXiv_statML_bot/115762312049963700
- Timely Information Updating for Mobile Devices Without and With ML Advice
Yu-Pin Hsu, Yi-Hsuan Tseng
https://arxiv.org/abs/2512.17381 https://mastoxiv.page/@arXiv_csNI_bot/115762180316858485
- SWE-Bench : A Framework for the Scalable Generation of Software Engineering Benchmarks from Open...
Wang, Ramalho, Celestino, Pham, Liu, Sinha, Portillo, Osunwa, Maduekwe
https://arxiv.org/abs/2512.17419 https://mastoxiv.page/@arXiv_csSE_bot/115762487015279852
- Perfect reconstruction of sparse signals using nonconvexity control and one-step RSB message passing
Xiaosi Gu, Ayaka Sakata, Tomoyuki Obuchi
https://arxiv.org/abs/2512.17426 https://mastoxiv.page/@arXiv_statML_bot/115762346108219997
- MULTIAQUA: A multimodal maritime dataset and robust training strategies for multimodal semantic s...
Jon Muhovi\v{c}, Janez Per\v{s}
https://arxiv.org/abs/2512.17450 https://mastoxiv.page/@arXiv_csCV_bot/115762717053353674
- When Data Quality Issues Collide: A Large-Scale Empirical Study of Co-Occurring Data Quality Issu...
Emmanuel Charleson Dapaah, Jens Grabowski
https://arxiv.org/abs/2512.17460 https://mastoxiv.page/@arXiv_csSE_bot/115762500123147574
- Behavioural Effects of Agentic Messaging: A Case Study on a Financial Service Application
Olivier Jeunen, Schaun Wheeler
https://arxiv.org/abs/2512.17462 https://mastoxiv.page/@arXiv_csIR_bot/115762430673347625
- Linear Attention for Joint Power Optimization and User-Centric Clustering in Cell-Free Networks
Irched Chafaa, Giacomo Bacci, Luca Sanguinetti
https://arxiv.org/abs/2512.17466 https://mastoxiv.page/@arXiv_eessSY_bot/115762336277179643
- Translating the Rashomon Effect to Sequential Decision-Making Tasks
Dennis Gross, J{\o}rn Eirik Betten, Helge Spieker
https://arxiv.org/abs/2512.17470 https://mastoxiv.page/@arXiv_csAI_bot/115762556506696539
- Alternating Direction Method of Multipliers for Nonlinear Matrix Decompositions
Atharva Awari, Nicolas Gillis, Arnaud Vandaele
https://arxiv.org/abs/2512.17473 https://mastoxiv.page/@arXiv_eessSP_bot/115762580078964235
- TwinSegNet: A Digital Twin-Enabled Federated Learning Framework for Brain Tumor Analysis
Almustapha A. Wakili, Adamu Hussaini, Abubakar A. Musa, Woosub Jung, Wei Yu
https://arxiv.org/abs/2512.17488 https://mastoxiv.page/@arXiv_csCV_bot/115762726884307901
- Resource-efficient medical image classification for edge devices
Mahsa Lavaei, Zahra Abadi, Salar Beigzad, Alireza Maleki
https://arxiv.org/abs/2512.17515 https://mastoxiv.page/@arXiv_eessIV_bot/115762459510336799
- PathBench-MIL: A Comprehensive AutoML and Benchmarking Framework for Multiple Instance Learning i...
Brussee, Valkema, Weijer, Doeleman, Schrader, Kers
https://arxiv.org/abs/2512.17517 https://mastoxiv.page/@arXiv_csCV_bot/115762741957639051
- HydroGym: A Reinforcement Learning Platform for Fluid Dynamics
Christian Lagemann, et al.
https://arxiv.org/abs/2512.17534 https://mastoxiv.page/@arXiv_physicsfludyn_bot/115762391350754768
- When De-noising Hurts: A Systematic Study of Speech Enhancement Effects on Modern Medical ASR Sys...
Chondhekar, Murukuri, Vasani, Goyal, Badami, Rana, SN, Pandia, Katiyar, Jagadeesh, Gulati
https://arxiv.org/abs/2512.17562 https://mastoxiv.page/@arXiv_csSD_bot/115762423443170715
- Enabling Disaggregated Multi-Stage MLLM Inference via GPU-Internal Scheduling and Resource Sharing
Lingxiao Zhao, Haoran Zhou, Yuezhi Che, Dazhao Cheng
https://arxiv.org/abs/2512.17574 https://mastoxiv.page/@arXiv_csDC_bot/115762425409322293
- SkinGenBench: Generative Model and Preprocessing Effects for Synthetic Dermoscopic Augmentation i...
N. A. Adarsh Pritam, Jeba Shiney O, Sanyam Jain
https://arxiv.org/abs/2512.17585 https://mastoxiv.page/@arXiv_eessIV_bot/115762479150695610
- MAD-OOD: A Deep Learning Cluster-Driven Framework for an Out-of-Distribution Malware Detection an...
Tosin Ige, Christopher Kiekintveld, Aritran Piplai, Asif Rahman, Olukunle Kolade, Sasidhar Kunapuli
https://arxiv.org/abs/2512.17594 https://mastoxiv.page/@arXiv_csCR_bot/115762509298207765
- Confidence-Credibility Aware Weighted Ensembles of Small LLMs Outperform Large LLMs in Emotion De...
Menna Elgabry, Ali Hamdi
https://arxiv.org/abs/2512.17630 https://mastoxiv.page/@arXiv_csCL_bot/115762575512981257
- Generative Multi-Objective Bayesian Optimization with Scalable Batch Evaluations for Sample-Effic...
Madhav R. Muthyala, Farshud Sorourifar, Tianhong Tan, You Peng, Joel A. Paulson
https://arxiv.org/abs/2512.17659 https://mastoxiv.page/@arXiv_statML_bot/115762554519447500
toXiv_bot_toot

In the ceasefire agreement with the Kurdish-led SDF, Syrian authorities will take over civilian institutions, border crossings and oil and gas fields, effectively ending Kurdish self-rule in Syria.
https://www.bbc.com/news/articles/c4gwk37ewvwo.amp

Syria, SDF agree ceasefire and integration deal - BBC News
President Ahmed al-Sharaa said the deal would allow the Syrian state to reassert control over most areas.

„The ceasefire ends nearly two weeks of fighting and forms part of a broader 14-point agreement that will see the SDF integrated into Syria's military and state institutions.“
https://www.bbc.com/news/articles/c4gwk37ewvwo

Before you head out for the weekend, check out today's Metacurity for the most critical infosec developments you should know, including
--Chinese state hackers used Anthropic to automate cyber intrusions,
--UK MoD knew of Excel's security risks before Afghan data leak,
--NHS investigates Clop's attack claims,
--ASUS patches DSL router critical flaws,
--DoorDash reveals October security incident,
--US feds warn of Akira's expanded encryption …

Chinese state hackers used Anthropic to automate cyber intrusions
UK MoD knew of Excel's security risks before Afghan data leak, NHS investigates Clop's attack claims, ASUS patches DSL router critical flaws, DoorDash reveals October security incident, US feds warn of Akira's expanded encryption capabilities, Kraken is testing how fast it can encrypt, much more

Say No to China’s Cruel New “Monkey Business” #AnimalRights

#subtoot Uma das coisas a fazer com o dinheiro da mega-sena da virada (da qual, como vocês sabem, eu fui um dos ganhadores apesar de até agora não ter conferido os números) é pagar centenas de influencers famosos para criar conta em instâncias no mastodon, usš-las por meses e incentivar seus seguidores a vir pra cš. E depois que o cara tiver uma massa crítica de seguidores por aqui, ficarš di…

I've installed #Aqara "smart" switch, and it turned out to be useless: it doesn't work when my wifi is down.
The whole point of a physical switch was to have a backup for the flaky connectivity, but nope. Aqara switch locks up and stops responding, just like the rest of the not-actually-smart devices ;(

"Thanks to a series of relay stops (to swap electric tractors, drivers and trailers), each electric truck travels a daily distance of 810 km on the North loop and 704 km on the South loop. This system makes it possible to cover long distances without stopping the load."
https://www.renault-…