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On absurdia, että Helsinki poistaa suojateitä #Helsinki

On absurdia, että Helsinki poistaa suojateitä
Suojateiden poisto yritetään esittää jalankulkijoiden turvallisuutta edistävänä tekona.

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach
Zhenyu Mao, Jacky Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li
https://arxiv.org/abs/2510.12120 https:/…

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach
The increasing demand for software development has driven interest in automating software engineering (SE) tasks using Large Language Models (LLMs). Recent efforts extend LLMs into multi-agent systems (MAS) that emulate collaborative development workflows, but these systems often fail due to three core deficiencies: under-specification, coordination misalignment, and inappropriate verification, arising from the absence of foundational SE structuring principles. This paper introduces Software En…

ReFineG: Synergizing Small Supervised Models and LLMs for Low-Resource Grounded Multimodal NER
Jielong Tang, Shuang Wang, Zhenxing Wang, Jianxing Yu, Jian Yin
https://arxiv.org/abs/2509.10975

ReFineG: Synergizing Small Supervised Models and LLMs for Low-Resource Grounded Multimodal NER
Grounded Multimodal Named Entity Recognition (GMNER) extends traditional NER by jointly detecting textual mentions and grounding them to visual regions. While existing supervised methods achieve strong performance, they rely on costly multimodal annotations and often underperform in low-resource domains. Multimodal Large Language Models (MLLMs) show strong generalization but suffer from Domain Knowledge Conflict, producing redundant or incorrect mentions for domain-specific entities. To address…

🇺🇦 Auf radioeins läuft...
Jalen Ngonda:
🎵 All About Me
#NowPlaying #JalenNgonda
https://jalenngonda.bandcamp.com/album/all-about-me
https://open.spotify.com/track/60mXzhxdo3dtKYz1MNBLFD

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Todd Terje:
🎵 Inspector Norse
#ToddTerje
https://juliansanzaedits.bandcamp.com/track/todd-terje-inspector-norse-julian-sanza-edit
https://open.spotify.com/track/1NHd4UVxT5d5EGYzlDq17T

National Guard poised to enter Chicago as Trump calls for jailing Democratic leaders (Reuters)
https://www.reuters.com/legal/government/national-guard-poised-enter-chicago-trump-calls-jailing-democratic-leaders-2025-10-08/
http://www.memeorandum.com/251008/p166#a251008p166

🇺🇦 Auf radioeins läuft...
Jalen Ngonda:
🎵 All About Me
#NowPlaying #JalenNgonda
https://jalenngonda.bandcamp.com/album/all-about-me
https://open.spotify.com/track/60mXzhxdo3dtKYz1MNBLFD

Trump Calls for Jailing of Chicago Mayor and Illinois Governor (Wall Street Journal)
https://www.wsj.com/politics/policy/trump-calls-for-jailing-of-chicago-mayor-and-illinois-governor-03d2f173
http://www.memeorandum.com/251008/p40#a251008p40

Defects4C: Benchmarking Large Language Model Repair Capability with C/C Bugs
Jian Wang, Xiaofei Xie, Qiang Hu, Shangqing Liu, Jiongchi Yu, Jiaolong Klong, Yi Li
https://arxiv.org/abs/2510.11059

Defects4C: Benchmarking Large Language Model Repair Capability with C/C++ Bugs
Automated Program Repair (APR) plays a critical role in enhancing the quality and reliability of software systems. While substantial progress has been made in Java-based APR, largely facilitated by benchmarks like Defects4J, there remains a significant gap in research on C/C++ program repair, despite the widespread use of C/C++ and the prevalence of associated vulnerabilities. This gap is primarily due to the lack of high-quality, open-source benchmarks tailored for C/C++. To address this iss…

🇺🇦 Auf radioeins läuft...
Jalen Ngonda:
🎵 All About Me
#NowPlaying #JalenNgonda
https://jalenngonda.bandcamp.com/album/all-about-me
https://open.spotify.com/track/60mXzhxdo3dtKYz1MNBLFD