“Open LLMs” — 55 distilled results

When the Algorithm Enters the Classroom: A Critical Integrative Review of Large Language Models, Nursing Education Structural Gaps, and the Reconstitution of Professional Identity Computers and Educat

When the Algorithm Enters the Classroom: A Critical Integrative Review of Large Language Models, Nursing Education Structural Gaps, and the Reconstitution of Professional Identity Computers and Education: Artificial Intelligence Computers and Education: Artificial Intelligence · ScienceDirect Publication: Computers and Education: Artificial Intelligence · Yanjie Sun, Hongzhou Li # AIinHigherEd https://www.

Codeberg Bans AI Training on Platform Repositories

Code hosting platform Codeberg announced it is restricting AI development and prohibiting use of its repositories for training artificial intelligence models to protect open-source software commons. The policy received mixed reactions, with supporters praising FLOSS protection but critics arguing it limits platform utility.

SkillBloat: Token Amplification Attacks via Skill Injection in LLM Coding Agents

21929v1 Announce Type: new Abstract: Agent skills extend coding agents with task-specific instructions, scripts, and resources, but they also create a trusted instruction channel that can be abused beyond conventional security attacks. This paper studies token amplification through skill injection: an economic resource-abuse threat in which a malicious skill causes an agent to consume substantially more tokens than needed for normal task execution.

rss:arxiv-cscr 36h ago · rss:arxiv-cscr 15d ago

Small open-weight LLMs outperform single model for malware analysis

An arXiv paper demonstrates that orchestrating multiple small, free-to-use language models can outperform a single large LLM for analyzing malware detonation reports covering filesystem, network, and process behaviors. The approach enables rapid interpretation of complex security data without expensive proprietary models.

rss:arxiv-cscr 68d ago