Claude 3 Unveiled: But Can it Write Fiction?

In this episode of 'Bite-Size Booksmith', Angie discusses the new Claude 3 AI models from Anthropic. She outlines three models: Hau (unavailable), Claude 3 Sonnet (accessible for free on Claude's website), and Claude 3 Opus (the most advanced model, faster and with vision capabilities). Angie highlights the improvements over Claude 2.1, especially in writing fiction and handling long texts. She also covers the pricing structure, comparing it to other models, and demonstrates how to use Claude 3 in Novel Crafter for generating story ideas and outlines. Despite some initial hiccups with prompts, Angie successfully generates a thriller story concept using Sonnet and later tests Opus, noting the differences in output quality and length. She encourages viewers to share their experiences with the new models and concludes by emphasizing the importance of understanding the story before generating content with AI.

Takeaways

• 📚 The introduction of Claude 3 by Anthropic brings three models: Hau (unavailable yet), Claude 3 Sonnet (free on their website), and Claude 3 Opus (the most powerful model).
• 🚀 Claude 3 Opus is touted as faster and more capable than Chat GPT, with the ability to understand and respond to images, charts, and diagrams.
• 💰 The pricing for Claude 3 models is discussed, with Opus being the most expensive at 200,000 tokens for 17,000 words (considering 70% of tokens as words).
• 📈 A comparison of pricing models is presented, showing that Claude 3 Opus is more costly than other models like GPT-3, but offers more capabilities.
• 🚫 Claude 2.1's refusal to write fiction is mentioned, highlighting the improvement in Claude 3's ability to handle such tasks.
• 📊 The script includes a walkthrough of using the new models in a writing software, demonstrating the process of generating story ideas and outlines.
• 📝 The importance of verifying and refining the ideas generated by AI is emphasized, as the first attempts may not always be successful.
• 🔍 The script discusses the process of creating a story Bible entry for characters, including their age, physical description, attributes, strengths, weaknesses, and speech patterns.
• 🎭 The experience of using the Opus and Sonnet models for writing prose and outlines is compared, with the presenter sharing their initial impressions.
• 💬 The presenter invites feedback from the audience on their experiences with the new Claude 3 models, indicating an ongoing exploration and learning process.

Q & A

What is the main topic of the video?

The main topic of the video is the unveiling of Claude 3, a new language model from Anthropic, and its capabilities, particularly in relation to writing fiction.

What are the three different models within the Claude 3 family?

The three different models within the Claude 3 family are Hau (not yet available), Claude 3 Sonnet, and Claude 3 Opus.

Why is Claude 3 Opus considered the most advanced model in the family?

Claude 3 Opus is considered the most advanced because it is supposed to be faster and more capable than Chat GPT, with additional features like Vision capabilities to analyze photos, charts, and diagrams.

What was a limitation of Claude 2.1 that has been improved in Claude 3?

Claude 2.1 refused to write fiction, but this limitation has been improved in Claude 3, which is now able to generate fiction without refusals.

What is the significance of the 200,000 token contact window in the pricing for Claude 3 Opus?

The 200,000 token contact window signifies that users can input a large amount of text (equivalent to 170,000 words, assuming 70% of tokens are words) before reaching the limit for a single session.

How does the pricing of Claude 3 models compare to other models like GPT-3.5 and GPT-J?

The pricing of Claude 3 models is generally higher, with Claude 3 Opus being more expensive than GPT-3.5 and GPT-J. However, Claude 3 offers more advanced features and capabilities.

What is the role of the 'temperature' and 'top_p' parameters in using Claude 3 models?

The 'temperature' and 'top_p' parameters are used to control the randomness and creativity of the generated text. However, the video does not provide specific ideal values for these parameters as they were still researching their effects.

What is the issue with using 'not safe for work' prompts with Claude 3 models?

Claude 3 models are filtered, meaning they cannot be added to 'not safe for work' prompts due to content restrictions. This is because they are designed to follow certain content guidelines.

How does the video demonstrate the process of creating a story using Claude 3 models?

The video demonstrates creating a story by first generating a series idea, then developing a chapter-by-chapter outline following the Blake Snyder beat sheet, and finally generating prose using the scene beats and character information.

What are the AI-generated story elements that the video uses to create a suspense story?

The AI-generated story elements include a series title, character tropes, a series description, and a chapter-by-chapter outline with scene beats for a suspense story.

What is the final verdict on the quality of prose generated by Claude 3 Sonnet and Opus?

The final verdict is inconclusive, as the presenter found differences in the length and style of prose generated by Sonnet and Opus. They suggest more testing is needed to determine which model aligns better with individual writing preferences.

Outlines

00:00

📰 Introduction to Claude 3 AI Models

Angie introduces the Claude 3 family of AI models from Anthropic, which includes three models: Hau (unavailable), Claude 3 Sonnet (accessible for free on their website), and Claude 3 Opus (the most advanced model). She discusses the improvements over previous models, such as better performance than Chat GPT, faster speeds, vision capabilities, and fewer refusals to answer questions. The pricing for these models is also detailed, with a focus on the high cost of Opus and its large contact window of 200,000 tokens.

05:00

💸 Pricing and Model Comparison

Angie compares the pricing of different models, including unfiltered LLMs like Turbo 16k and medium models like Mistal Medium 32k. She provides a detailed breakdown of the costs per million tokens and per thousand words, highlighting the potential for high expenses when writing a book. She also mentions the content restrictions of the models, noting that they are filtered and may deny requests for certain types of content.

10:02

📚 Using Claude 3 in Novel Crafter

Angie demonstrates how to add Claude 3 models in Novel Crafter, noting that Anthropic models are filtered and cannot be added to 'not safe for work' prompts. She attempts to use a prompt for a thriller story but encounters difficulties. Instead, she utilizes the KDP SP tool to find success factors for fiction and generates a series idea using Sonnet, adjusting the prompt to request five book series ideas including titles, tropes, and descriptions.

15:12

🔍 Generating Story Ideas with AI

After receiving several book series ideas from the AI, Angie selects one and requests more information about it. She discusses the common AI-generated names and settings, and how to use prompts to develop characters and story elements. Angie emphasizes the importance of verifying the ideas and information provided by the AI to ensure they align with the writer's vision.

20:19

📝 Creating a Chapter Outline

Angie outlines the process of creating a chapter-by-chapter outline following the Blake Snyder beat sheet. She uses the AI to generate scene beats for the first two chapters from the protagonist Emily's point of view. She also discusses the integration of AI-generated content into Novel Crafter's planning and writing features, including extracting scene beats and setting up codex entries for locations and characters.

25:22

✍️ Writing the First Scene

Angie moves on to the writing phase, using the first scene beat as a hook for the story. She encounters a few errors but successfully generates a past-tense first-person narrative from Emily's perspective. She compares the outputs from Sonnet and Opus, noting that Opus produces longer prose but is not necessarily better. Angie concludes by encouraging viewers to experiment with the AI models and share their feedback.

Keywords

Claude 3

Claude 3 refers to the third generation of AI language models developed by Anthropic. In the video, it is discussed as having different models within its family, each with varying capabilities such as faster processing and the ability to analyze visual data. It is positioned as an improvement over previous models, particularly in its ability to handle tasks like writing fiction, which was a limitation in earlier versions.

LLMs (Large Language Models)

Large Language Models (LLMs) are AI systems that are trained on vast amounts of text data to generate human-like language. In the context of the video, LLMs are the core technology behind the Claude 3 family, with specific models like Claude 3 Sonnet and Claude 3 Opus being explored for their writing and analytical capabilities.

Anthropic

Anthropic is the company mentioned in the video that announced the Claude 3 family of AI models. The company is involved in the development of advanced AI technologies, and in this case, they are introducing new models that are expected to outperform existing language models like Chat GPT.

Chat GPT

Chat GPT is a language model developed by OpenAI that has been widely recognized for its ability to generate human-like text. In the video, it is used as a benchmark to compare the capabilities of the new Claude 3 models, particularly in terms of speed and accuracy.

Vision Capabilities

Vision capabilities refer to the ability of AI models to process and understand visual information such as photos, charts, graphs, and diagrams. In the context of the video, it is mentioned that the Claude 3 models have been enhanced with vision capabilities, allowing them to answer questions based on visual data.

Refusals

Refusals in the context of AI language models refer to instances where the model declines to generate a response to a prompt, often due to ethical or content restrictions. The video discusses how Claude 3 models have fewer refusals, especially when it comes to writing fiction, which was an issue with the previous version, Claude 2.1.

Pricing and Token Economy

The pricing and token economy in the video refer to the cost associated with using the Claude 3 models, where the pricing is structured based on the number of tokens processed. Tokens are the basic units of text input and output, and the video provides a detailed breakdown of the costs associated with different models and their respective token limits.

Content Restrictions

Content restrictions are the guidelines or filters that AI models use to avoid generating inappropriate or harmful content. The video discusses how Claude 3 models are filtered, meaning they will refuse to generate content that violates certain restrictions, such as excessively violent or sensual material.

Novel Crafter

Novel Crafter is a tool or platform mentioned in the video that is used for writing and developing stories. It integrates with AI models like Claude 3 to assist in the creative writing process, allowing users to generate ideas, outlines, and even full narratives with the help of AI.

Scene Beats

Scene beats are elements of a story's structure that represent key moments or turning points in the narrative. In the video, the process of using Claude 3 models to generate scene beats for a thriller story is demonstrated, showcasing how AI can be used to outline and develop story chapters.

Story Bible

A story bible is a document or set of notes that detail the elements of a fictional universe, including character backgrounds, settings, and plot points. In the context of the video, the presenter uses AI to create story bible entries for characters in a thriller story, providing a structured approach to character development.

Highlights

Claude 3, a new language model from Anthropic, has been unveiled with three different models: Hau, Claude 3 Sonnet, and Claude 3 Opus.

Claude 3 Sonnet is accessible for free on Claude's website, while Claude 3 Opus is a premium model with enhanced capabilities.

Claude 3 Opus is claimed to be faster and more accurate than Chat GPT, with the ability to analyze visual data like photos, charts, and diagrams.

The new models are expected to have fewer refusals to answer questions, a notable improvement over Claude 2.1, which refused to write fiction.

Pricing for Claude 3 Opus is on the higher side, with a substantial contact window of 200,000 tokens, equating to approximately 170,000 words.

A comparison of pricing between different models shows that Claude 3's pricing per thousand words can be more cost-effective depending on usage.

Claude 3 models are filtered, meaning they adhere to content restrictions and may deny requests for inappropriate content.

The transcript demonstrates how to add Claude 3 models to a writing prompt in Novel Crafter, a tool for authors.

The use of Claude 3 Sonnet for generating a story idea is showcased, highlighting its utility for planning and creating content.

A new approach to generating a thriller story using Claude 3 is explored, including the creation of a chapter-by-chapter outline.

The transcript details the process of extracting scene beats and creating a story Bible entry for characters in a novel.

The creation of a suspenseful opening for a thriller story using Claude 3 Sonnet and Claude 3 Opus is demonstrated.

Claude 3 Opus is noted to generate longer prose but may not necessarily align with every writer's style.

The importance of knowing the story before prompting the AI is emphasized for better results.

Feedback from users who have used Claude 3 Sonnet and Opus for outlining and plotting is mentioned, indicating positive experiences.

The presenter invites feedback from the audience on their experiences with Claude 3 models and concludes the session.