GPF-LiveNews: A Streaming Evaluation Protocol for Group-Conditioned Framing in Large Language Models 事件

GPF-LiveNews: A Streaming Evaluation Protocol for Group-Conditioned Framing in Large Language Models arXiv:2605.28848v1 Announce Type: new Abstract: Deployed language models are evaluated in a non-stationary environment: model versions, retrieval layers, safety systems, and real-world inputs all change over time. Static bias benchmarks remain useful, but they do not show how models frame newly emerging events for different prompted audiences. We introduce GPF-LIVENEWS, a streaming evaluation pr