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传统的LLM评估(如GPQA)更像是闭卷考试,考察模型存储了多少科
传统的LLM评估(如GPQA)更像是闭卷考试,考察模型存储了多少科
行业数据
下载Excel
下载图片
原图定位
图片属性
图片格式:PNG
图片大小:115KB
图片尺寸:842*811
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所属报告:
复旦大学:2026年AI Scientist的现在和未来研究报告(55页).pdf
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一类典型的多模态模型结构包括编码器、连接器与大语言模型(LLM)
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行业数据
2025-11-25
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以GPT-5年化运营为例,估算单一LLM模型对于DRAM/NAND新增需求规模
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市场规模
2025-11-20
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大型语言模型(LLM)划时代论文《AttentionIsAllYouNeed》
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行业数据
2025-11-19
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特斯拉也采用了类似理想的“快慢”双系统框架,通过LLM辅助决策
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行业数据
2025-11-06
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LLM发展:大规模数据、参数、算力、Scaleup实现智能涌现
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市场规模
2025-10-30
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传统的LLM评估(如GPQA)更像是闭卷考试,考察模型存储了多少科 学知识。但在真正的科研中,科学家需要操作分子模拟、查询数据库、 编写数据分析代码。 1.缺乏交互反馈:模型给出错误指令后无法根据报错修正。 2.工具链逻辑缺失:模型知道有哪些工具,却不知道工具之间的A依赖B 的拓扑关系。 3.长程迷失:随着推理步数增加,模型极易陷入死循环(Loop)或因一 次误操作导致全局溃败。 SciAgentGym,这是一个专为LLMAgent设计的科学实验室环境。它不考模型“背书",而是考模型“实操"
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