RUBAS
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RUBAS: Rubric-Based Reinforcement Learning for Agent Safety
arXiv:2606.04051v1 Announce Type: new Abstract: The evolution of LLMs into tool-enabled agents creates a new class of safety challenges associated with real-world execution rather than simple text generation. Existing alignment methods often rely on coarse refusal signals or static supervision, making it difficult to balance safety with useful tool execution across diverse agentic risks. We introduce RUBAS, a rubric-based reinforcement learning framework for agent safety.
‘Trapped’: Gaza patients flown to Iraq stuck in administrative limbo
‘Trapped’: Gaza patients flown to Iraq stuck in administrative limbo Evacuated from Gaza for life-saving medical care, Palestinians stripped of their documents are confined inside a Baghdad medical centre. More than two years ago, Gaza resident Hanin Muhammad accompanied by her 39-year-old sister Sabreen, a kidney transplant recipient, was flown to the Iraqi capital Baghdad for medical treatment. But Muhammad has since been confined to the Private Nursing Home Hospital inside Baghdad’s...