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semantic-bias

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ziyuey / LLM-Semantic-Gravity-Well

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Semantic Gravity Well: 16 LLMs tested on hydrogen balloon inertia — perfect reasoning, wrong answers. 4,225 API calls reveal systematic semantic bias in physics reasoning. 语义重力井：推理全对答案全错，氢气球实验揭示大模型系统性物理偏见

nlp machine-learning gemini gpt ai-safety claude cognitive-bias llm prompt-engineering chain-of-thought qwen llm-evaluation deepseek llm-benchmark semantic-bias physics-reasoning
  • Updated Apr 20, 2026
  • Python

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