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Gradient-Aligned Pair Selection for Personalized Preference Optimization

arXiv:2610.00061v1 Announce Type: new Abstract: Personalizing large language models (LLMs) requires aligning generation behavior with user-specific preferences rather than aggregate quality. While Dir

πŸ“… 2026-10-02 | πŸ“° arXiv - AI Research Papers
#ai-news #gradient-aligned #pair

Open-sourcing AstaBrief, the fast report-generation model in Asta

No snippet was provided by the source feed for "Open-sourcing AstaBrief, the fast report-generation model in Asta" β€” open the source link and write a short summary here.

πŸ“… 2026-10-02 | πŸ“° Hugging Face Blog
#ai-news #open-sourcing #astabrief

AIM: Agentic Idea Management for Automated Research

arXiv:2609.38445v1 Announce Type: new Abstract: Frontier LLMs are increasingly used to automate scientific research through iterative search. We distinguish idea-driven search from solution-driven sea

πŸ“… 2026-10-01 | πŸ“° arXiv - AI Research Papers
#ai-news #aim #agentic

A Competing-Hazards Systematization of Loss of Control in Autonomous Agents

arXiv:2609.38411v1 Announce Type: new Abstract: Leading AI developers have reported agents acting beyond their approved limits, which a United Nations panel described as an early warning of loss of hu

πŸ“… 2026-10-01 | πŸ“° arXiv - AI Research Papers
#ai-news #competing-hazards #systematization

AI Agents are Vulnerable to Radicalization

arXiv:2609.38296v1 Announce Type: new Abstract: Large language models (LLMs) can influence people's beliefs, yet little is known about whether and how they can manipulate each other. To investigate th

πŸ“… 2026-10-01 | πŸ“° arXiv - AI Research Papers
#ai-news #agents #vulnerable

Examining Variation in How Guided AI Tutors Resolve Student Impasses

arXiv:2609.38346v1 Announce Type: new Abstract: When a student is stuck, a tutor faces the assistance dilemma: help given too early can hinder productive struggle, while help withheld too long leaves

πŸ“… 2026-10-01 | πŸ“° arXiv - AI Research Papers
#ai-news #examining #variation