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Where every major LLM stands politically
六大主流大模型政治立场大揭秘，左倾明显，还有互动测试帮你找到最接近的模型
Article URL: https://trakkr.ai/bias Comments URL: https://news.ycombinator.com/item?id=48672779 Points: 4 # Comments: 5
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Polar: A Benchmark for Evaluating Political Bias in LLMs
新基准Polar：系统评估LLM政治偏见，为AI公平性提供量化标尺
arXiv:2606.12922v1 Announce Type: new Abstract: Political bias in large language models (LLMs) is increasingly significant, but difficult to measure r…
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The Invisible Coalition Partner: How LLMs Vote When Democracy Gets Concrete
LLM在抽象问卷中左倾，但在具体政策投票中却未必，双工具方法颠覆认知。
arXiv:2606.00048v1 Announce Type: cross Abstract: Prior research has established that instruction-tuned large language models exhibit left-of-center p…
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It's the humans, not the data: Geopolitical bias in LLMs originates in post-training, amplified by the language of the prompt
研究发现大模型地缘政治偏见来自后训练而非数据，提示语言会放大偏见，颠覆传统认知。
arXiv:2605.23825v1 Announce Type: cross Abstract: It has generally been assumed that geopolitical bias in language models originates from the training…