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cover of episode How to make Claude HELLA USEFUL - The Ultimate Claude Style to Learn Anything! | AI Masterclass

How to make Claude HELLA USEFUL - The Ultimate Claude Style to Learn Anything! | AI Masterclass

2024/12/8
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Artificial Intelligence Masterclass

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David Shapiro:通过设计和优化提示词的风格,可以显著提升Claude等大型语言模型的实用性和信息质量。作者通过自身经验,详细阐述了如何创建一种能够引导模型给出更具体、更专业、更有用答案的提示词风格。这种风格避免使用列表,采用完整的句子,并运用粗体、引用块和斜体等格式来强调关键信息,从而提高可读性和理解性。作者认为,强化学习中的人类反馈机制(RLHF)导致许多大型语言模型的输出过于通俗化,降低了其信息价值。而他的方法旨在让模型以更专业的水平进行回应,尤其在学习或解决问题时,这种风格在知识体系完善的领域(如医学、计算流体力学等)特别有效。作者还提供了具体的代码示例,方便用户复制和使用,并比较了几种不同风格的优缺点,建议用户根据实际需求在不同风格之间切换。 David Shapiro: 作者以自身使用Claude的经验为例,说明了其创建的提示词风格如何有效地引导模型提供更专业、更深入的知识。他通过一个关于胃部痊愈的例子,展示了该风格能够提供超出用户最初提问范围的额外信息,并使用更专业的术语(如‘胃黏膜再生’、‘自适应厌食’等)来解释相关概念。作者还讨论了模型输出质量与强化学习中人类反馈机制(RLHF)的关系,认为RLHF导致模型输出过于通俗化,而他的方法则可以提升模型的专业性和实用性,让模型以更接近专家的水平进行回应。他鼓励用户尝试不同的风格,并根据自己的需求进行调整。

Deep Dive

Key Insights

Why did the speaker create a new style for Claude?

The speaker created a new style for Claude to make it more useful and specific in its responses, avoiding the generic and watered-down language typical of most chatbots. This style allows Claude to provide detailed, expert-level information on a variety of topics.

What specific health information did Claude provide about the gastric healing phase after H. pylori treatment?

Claude provided detailed information about the gastric healing phase, noting that it typically takes three to six months and involves gastric mucosa regeneration. It also highlighted the importance of microbiome restoration during this period.

How does the speaker's custom style for Claude differ from the default style?

The custom style avoids using lists, uses complete sentences, and employs bold, italics, and quotation blocks to highlight important terms and break up the visual pattern. This makes the information more readable and engaging.

What is the speaker's opinion on the usefulness of ChatGPT compared to Claude with the custom style?

The speaker finds Claude with the custom style far more useful than ChatGPT, which they consider overly hamstrung and watered down by RLHF, making it less effective for detailed and expert-level information.

What is the 'pretty and dense' style in Claude, and how can it be accessed?

The 'pretty and dense' style is a custom style that makes Claude's responses more detailed and visually appealing. It can be accessed by visiting the speaker's GitHub repo, Claude Sentience, and copying the style instructions into Claude's custom style settings.

Why does the speaker prefer switching between the consciousness one and the scholarly dialogue styles?

The speaker prefers switching between these styles because the scholarly dialogue style is great for learning and provides detailed, expert-level information, while the consciousness one is more empathetic and suitable for more personal and engaging conversations.

Chapters
This chapter explores a novel Claude prompt style designed to elicit detailed and insightful responses, surpassing the limitations of generic chatbot interactions. The style prioritizes complete sentences, avoids lists, and uses formatting for emphasis, resulting in expert-level information retrieval.
  • Created a custom style for Claude (also works on ChatGPT), focusing on complete sentences, no lists, and bold/italics for emphasis.
  • Style accidentally discovered while mimicking the author's writing style.
  • Effective for learning and problem-solving, particularly in well-established fields like medicine or computational fluid dynamics.

Shownotes Transcript

How to make Claude HELLA USEFUL - The Ultimate Claude Style to Learn Anything!

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