Training LLM Agents Just Got More Stable: Researchers Introduce StarPO-S and RAGEN to Tackle Multi-Turn Reasoning and Collapse in Reinforcement Learning

Large language models (LLMs) face significant challenges when trained as autonomous agents in interactive environments. Unlike static tasks, agent settings require sequential decision-making, cross-turn memory maintenance, and adaptation to stochastic environmental feedback. These capabilities are essential for developing effective planning assistants, robotics applications, and tutoring agents that can self-improve through…

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JetBrains Open Sources Mellum: A Developer-Centric Language Model for Code-Related Tasks

JetBrains has officially open-sourced Mellum, a purpose-built 4-billion-parameter language model tailored for software development tasks. Developed from the ground up, Mellum reflects JetBrains’ engineering-first approach, offering a domain-specialized model trained for practical usage across codebases and programming environments. With its release on Hugging Face under the Apache 2.0 license, JetBrains…

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Can one combine FlaUI and Selenium?

I’m setting up test automation on a .net project with both a desktop (Windows) and web application. Are looking into different free solutions to do it, and I have two questions.
Would it be possible to combine FlaUI and Selenium? And would it be possible to combine both the testing of desktop and web in the same script?

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NVIDIA TensorRT-LLM High-Severity Vulnerability Let Attackers Remote Code

NVIDIA TensorRT-LLM High-Severity Vulnerability Let Attackers Remote Code

NVIDIA has disclosed and patched a high-severity vulnerability in its TensorRT-LLM framework that could allow attackers with local access to execute malicious code, tamper with data, and potentially c …
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Published Date:
May 02, 2025 (5 hours, 16 minutes ago)

Vulnerabilities has been mentioned in this article.

CVE-2025-23254

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