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不过,它在特定领域的精确度与应对复杂对话的表现上仍有待进一步优化,在数据分析、编程和数学等重推理的类别中,人们更倾向于选择o1-preview。
如图,实验者首先向o1-preview询问了一个在线编程平台leetcode里最有名的简单算法题:Two Sum(两数之和)问题。o1给出了很详尽的推理过程和答案。
随后实验者故意要求优化答案,o1在思考9秒后意识到自己提供的已经是最优解法了,并就此进行了说明,另外还很“贴心”地提供了一个次优解。而在之前记者对其他模型的测试中,这些模型只会道歉然后将答案更改为次优解。这足以证明模型的思考能力。
而在论文写作中,通过精心构建提示词,不仅可以获得高质量的生成内容,还能充分发挥OpenAI o1模型更高的智能水平,使其在复杂的学术论文写作和数据分析中表现出色。下面进行写作指令的分享。
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创新思考
PROMPT 1
挖掘[某领域]中的新兴趋势,分析其潜在影响,并提出应对策略。 Explore emerging trends in a [field], analyze their potential impacts, and propose countermeasures. 整合多学科视角,对[某主题]进行跨学科研究,揭示新的见解和联系。 Integrate multidisciplinary perspectives to conduct interdisciplinary research on a [topic], revealing new insights and connections. 批判性评估现有理论,指出其局限性,并提出新的理论框架或假设。 Critically evaluate existing theories, point out their limitations, and propose new theoretical frameworks or hypotheses. 采用创新的数据分析方法,对[某数据集]进行深入挖掘,发现新的规律和模式。 Employ innovative data analysis methods to deeply mine a [dataset], discovering new patterns and regularities. 结合案例研究,对[某理论]进行实证检验,验证其适用性和有效性。 Combine case studies to empirically test a [theory], verifying its applicability and effectiveness. 回顾[某领域]的历史发展,分析关键转折点,预测未来的发展趋势。 Review the historical development of a [field], analyze key turning points, and predict future trends. 引入新的研究方法或技术,对[某问题]进行深入研究,提供新的证据和解释。 Introduce new research methods or technologies to conduct in-depth research on a [problem], providing new evidence and explanations. 从全球视角审视[某现象],比较不同国家和地区的差异,提出跨国界的解决方案。 Examine a [phenomenon] from a global perspective, compare differences across countries and regions, and propose cross-border solutions. 融合理论与实践,构建[某领域]的综合性模型,指导实际应用和决策。 Integrate theory with practice to construct a comprehensive model in a [field], guiding practical applications and decision-making. 反思[某学科]的研究范式,提出新的研究路径和方法论,推动学科发展。 Reflect on the research paradigm of a [discipline], propose new research paths and methodologies, and promote disciplinary development.
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整合文献
PROMPT 1
系统梳理[某领域]内的经典文献,提炼核心观点,构建理论框架。 Systematically review classic literature within a [field], extract core viewpoints, and construct a theoretical framework. 对比分析不同时间段的文献,追踪[某主题]研究的发展脉络和趋势。 Compare and analyze literature from different time periods, tracing the development trajectory and trends of research on a [topic]. 整合跨学科文献,探讨[某问题]的多元视角,促进交叉学科融合。 Integrate interdisciplinary literature to explore multiple perspectives on a [problem], promoting cross-disciplinary integration. 归纳总结[某领域]内争议性议题,辨析各方观点,提出中立性见解。 Summarize controversial issues within a [field], discern various viewpoints, and propose neutral insights. 利用文献计量学方法,分析[某领域]的研究热点、前沿和空白点。 Utilize bibliometric methods to analyze research hotspots, frontiers, and gaps within a [field]. 深度挖掘文献中的方法论,评估其适用性和局限性,为[某研究]提供方法论启示。 Deeply mine methodologies in literature, evaluate their applicability and limitations, and provide methodological insights for a [study]. 综合分析[某领域]内不同研究方法的优缺点,提出综合研究方法论。 Comprehensively analyze the advantages and disadvantages of different research methods within a [field], proposing a comprehensive research methodology. 整合案例研究,提炼[某现象]的共性和特性,构建解释性模型。 Integrate case studies to extract commonalities and uniqueness of a [phenomenon], constructing an explanatory model. 梳理[某领域]内文献的数据来源和研究样本,评估其代表性和可靠性。 Review data sources and research samples in literature within a [field], assessing their representativeness and reliability. 基于文献综述,识别[某领域]的研究缺口,提出未来研究方向和建议。 Based on a literature review, identify research gaps within a [field], proposing future research directions and recommendations.
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优化润色
PROMPT 1
精炼语言,去除冗余,使[某论点]表达更加清晰有力。 Refine language and remove redundancy to make a [point] clearer and more powerful. 转换句式结构,用不同表达方式重述[某观点],增强可读性。 Rephrase [a viewpoint] using different sentence structures to enhance readability. 提炼关键信息,将复杂句子简化,确保[某论述]易于理解。 Extract key information and simplify complex sentences to ensure [an argument] is easy to understand. 使用同义词或近义词替换常见词汇,避免[某段文字]重复率高。 Replace common words with synonyms or near-synonyms to reduce repetition in a [paragraph]. 调整段落顺序,重新组织[某章节]内容,使逻辑更加流畅。 Rearrange the order of paragraphs to reorganize the content of a [chapter] for smoother logic. 合并相似观点,减少[某部分]的篇幅,同时保持信息完整性。 Merge similar viewpoints to reduce the length of a [section] while maintaining information integrity. 引入新的例证或数据,替换[某旧例],使论述更加新颖有力。 Introduce new examples or data to replace an [old one] for a more novel and powerful argument. 简化专业术语,用通俗易懂的语言解释[某概念],拓宽受众范围。 Simplify technical jargon and explain a [concept] in plain language to broaden the audience reach. 检查并修正[某段落]中的语法错误和拼写错误,提升文章质量。 Review and correct grammatical and spelling errors in a [paragraph] to improve article quality. 保持学术诚信,确保[某改写部分]内容虽精简,但引用和参考文献准确无误。 Maintain academic integrity by ensuring that [a rewritten section] is concise but accurately cited and referenced.
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