AI Applied Expert's Practical Experience: How to Achieve Efficient Digital Transformation of Blogs through Intelligent Tools - Learn AI Slowly 140

Introduction: Embracing the AI Revolution in Content Creation

• Imagine AI crafting detailed reports in minutes – would you still dedicate hours to manual writing?
  • AI excels at complex tasks, freeing up your valuable time.

• Would you trust AI to make crucial decisions for you?
  • If AI could identify issues faster and predict outcomes more accurately, would you fully embrace its judgment?
• How can we transform AI from a vague advisor into a powerful ally?
  • Let’s explore how to truly harness AI’s potential and prevent it from becoming a burden.
• Have you encountered any unexpected insights while collaborating with AI to solve problems?
  • AI not only provides solutions but can also revolutionize your approach to workflows.
• What if AI presents solutions that seem beyond your grasp?
  • When faced with technically complex AI proposals, will you question, strive to understand, or simply implement them?
• Has working alongside AI reshaped your problem-solving strategies?
  • AI’s unique way of thinking can challenge traditional methods, prompting us to re-evaluate our approach to problem-solving.

This article chronicles my journey of leveraging AI to overcome technical hurdles while upgrading my personal blog. I’ll delve into how AI helped me conquer the challenges of multilingual management and content optimization, sharing both triumphs and setbacks along the way. Through this experience, I discovered that AI not only transformed my problem-solving approach but also empowered me to master this powerful tool. It led me to reconsider the dynamics of human-computer collaboration and how we can fully utilize AI in the future of work. I hope to provide practical insights into how you can effectively integrate AI into your own workflow, whether you’re aiming to streamline processes or boost productivity. I believe this article will offer valuable takeaways for individuals and businesses alike, helping you navigate the AI era with confidence and skill.

For years, I struggled to maintain a consistent blogging routine. Despite the desire to share my thoughts and insights, I rarely published more than a few posts annually. The process felt cumbersome and overwhelming. However, AI offered a fresh perspective and innovative solutions, making content creation a much more manageable and engaging endeavor.

The Genesis: Expanding My Blog’s Reach with Multilingual Support

Recently, I collaborated with colleagues to add multilingual capabilities to the WayToAGI website. Inspired by this project, I wondered if I could achieve the same for my personal blog. After some dedicated effort, and with the invaluable assistance of AI, I succeeded! This accomplishment instilled a sense of confidence and sparked a newfound appreciation for AI’s capabilities. It’s truly remarkable how AI can tackle diverse tasks, often exceeding our expectations.

French	Japanese	Korean

I also encountered another challenge while translating a lengthy article, 【AI Empowered Workflow】A Programmer’s Confession: How I Used Large Language Models to Increase Work Efficiency by 500%—Learn AI Slowly 137. This article featured numerous AI dialogues, and to enhance readability, I wanted to extract these conversations without cluttering the main page. However, this proved difficult due to limitations within my Hexo blogging platform.

The process of overcoming these obstacles provided valuable insights. For those unfamiliar with Hexo, it can be challenging to know where to begin. Before diving into the details, let me briefly explain the origins of my blog.

Upgrading My Blog: Navigating Challenges and Discovering Solutions

Static Blogs vs. Popular Platforms: Understanding the Differences

Sharing our knowledge and experiences through writing is a powerful way to deepen our understanding and solidify our learning. It’s a practical application of the Feynman learning technique – the idea that we truly grasp a concept when we can explain it simply.

There are countless platforms available for content creation, ranging from WeChat Official Accounts and Toutiao for text-based content to Bilibili, Douyin, and WeChat Channels for video content. I opted for a less mainstream approach – a static blog powered by Hexo.

This choice comes with both advantages and disadvantages. The upside is greater flexibility and control over content and design, making it ideal for tech-savvy users. However, it requires more technical effort and doesn’t benefit from the built-in audience of larger platforms. With Hexo, I can focus solely on writing while the platform handles the presentation aspects. Here’s a comparison to illustrate the key differences:

Feature	Static Blog (e.g., Hexo)	Platforms like WeChat Official Accounts, Toutiao, Zhihu
Control & Flexibility	Full control, highly customizable content and design, suited for technical users	Platform-controlled, fixed templates, limited customization, ideal for quick publishing
Content Ownership	You retain ownership, content stored on your server or cloud	Content resides on the platform, subject to platform policies
SEO Optimization	Complete control over SEO settings, beneficial for search engine visibility	Limited SEO capabilities, reliant on platform algorithms
Maintenance & Technical Needs	Requires technical expertise, manual configuration and updates	Platform-managed, no technical background needed
Publishing Ease	Requires local editing and deployment to a server	Simple and quick, online publishing anytime, anywhere

Another notable aspect of Hexo is that the appearance of articles is dictated by templates. This means we don’t need to worry about formatting, but it also limits our ability to customize the layout.

I chose a static blog primarily because I enjoy experimenting with different technologies. After using Hexo for over six months, I’ve found the publishing process to be surprisingly straightforward. Here’s a simplified overview of my workflow:

This writing and publishing setup was established six months ago with the guidance of AI. I simply outlined my desire for a streamlined writing system, and AI helped me configure the rest.

Recently, I faced a specific challenge while working on a long-form article, 【AI Empowered Workflow】A Programmer’s Confession: How I Used Large Language Models to Increase Work Efficiency by 500%—Learn AI Slowly 137. This article contained extensive AI dialogues, and I wanted to extract these conversations for better readability without displaying them directly on the main page. This presented a hurdle due to inherent limitations within the Hexo platform. For someone not deeply familiar with Hexo’s inner workings, it can be difficult to know where to start. Let’s explore how I tackled this challenge.

The Upgrade Challenge: Selectively Hiding Articles from the List

Think of it like publishing an article on a platform like WeChat Official Accounts but choosing not to feature it in the main feed. The article is accessible via a direct link but doesn’t appear in the general list of publications. This is a common feature on many platforms but requires a different approach for static blogs like Hexo, often relying on plugins.

The word “plugin” can be intimidating, especially for those without extensive coding experience. The thought of delving into plugin development almost made me abandon the idea. In fact, before enlisting the help of AI, I spent nearly a month wrestling with this issue. My blog’s article list was cluttered with over 20 ChatGPT dialogue transcripts, which I found aesthetically unappealing but couldn’t resolve.

AI Dialogue Records - Hiding Specific Articles

Hiding Specific Articles

🧑‍🦰User

As a Hexo user, I'm relatively new to the platform. I'd like to hide certain articles from the main article list while still allowing them to be accessed directly via their URL. I've come across the hexo-hide-posts plugin, but it seems that hidden articles become inaccessible through links in the archive, even though the links are visible. I've seen others encounter similar issues, particularly when using the hexo-abbrlink plugin. I don't have a strong programming background, so could you please provide me with step-by-step instructions on how to achieve this? 

🤖 Assistant

I understand you want to hide specific articles from your blog’s main list while retaining the ability to access them directly through their URLs. You’re encountering issues with the hexo-hide-posts plugin, especially when used in conjunction with hexo-abbrlink. Specifically, you’re seeing 404 errors when trying to access hidden articles through links in the archive.

To address this, I recommend creating a custom Hexo plugin. This plugin will run after hexo-hide-posts, ensuring that hidden posts are still generated and accessible via their URLs. Here’s the plugin code:

const fs = require('fs');
const path = require('path');

module.exports = function(hexo) {
  hexo.extend.filter.register('after_generate', function() {
    const hiddenPosts = hexo.locals.get('hidden_posts');
    const publicDir = hexo.public_dir;

    hiddenPosts.forEach(post => {
      const layout = post.layout || 'post';
      const destPath = path.join(publicDir, post.path);

      // Ensure the directory exists
      fs.mkdirSync(path.dirname(destPath), { recursive: true });

      // Generate the post content
      hexo.post.render(post.full_source, post).then(renderedPost => {
        // Write the rendered content to the public directory
        fs.writeFileSync(destPath, renderedPost.content);
      });
    });
  });
};

Here’s how to implement this plugin:

1. Create a new folder named scripts in your Hexo project’s root directory (if it doesn’t already exist).

2. Create a new file named show-hidden-posts.js inside the scripts folder and paste the code above into it.

3. Ensure that the hide_posts configuration in your _config.yml file is correctly set, for example:

hide_posts:
  enable: true
  filter: hidden
  public_generators: []
  noindex: false

4. Add hidden: true to the front-matter of any posts you want to hide.

This plugin will execute after Hexo generates your website. It will identify all posts marked as hidden and manually generate their HTML files, placing them in the appropriate locations. This ensures that these posts are excluded from the main list but can still be accessed directly through their URLs.

This approach offers several advantages:

1. It avoids modifying existing theme or plugin code.
2. It’s compatible with the hexo-abbrlink plugin.
3. It preserves the ability to hide posts while enabling direct access.

Keep in mind that this solution might slightly increase website generation time, especially if you have a large number of hidden posts. However, for most blogs, the impact should be negligible.

If you encounter any problems implementing this solution, please don’t hesitate to let me know, and I’ll be happy to assist you with further debugging and optimization.

Naturally, there was a process of trial and error involved. The benefit of interacting with AI was that I gradually gained a deeper understanding of the underlying mechanisms. Although it felt like acquiring

A collection of peculiar knowledge

It effectively solved my problem.

If you’ve explored tools like ComfyUI, WeChat bots, Coze, Dify, or FastGPT, you might have felt that building a custom ComfyUI node or developing a Coze plugin was beyond your reach. The following section might evoke a similar feeling.

However, AI has significantly lowered the barrier to entry for these seemingly complex tasks.

Once I had overcome this initial hurdle, a new ambition arose – could I add multilingual support to my blog? After conducting some advanced Google searches, I discovered that most online resources focused on basic template-based solutions, typically limited to Chinese and English. Driven by the high expectations I had developed for AI, I wondered if it could help me achieve more comprehensive multilingual capabilities. And to my delight, it did!

Empowering a Static Blog with 10 Languages

The goal was to leverage AI to disseminate high-quality content in multiple languages. I envisioned a blog where each language had its own dedicated article list, minimizing cross-language interference. However, existing solutions typically offered limited language support. Inspired by my previous success in selectively hiding articles, I decided to embrace AI’s capabilities and let it guide the way.

AI Dialogue Records - Implementing Multilingual Support

Enabling Multilingual Capabilities for the Blog

🧑‍🦰User

I'd like to implement a feature where I can create a directory within my local Obsidian folder, for example, "en" or "zh-tw," to store multilingual content. During the publishing process, I want the GitHub Action to automatically move the content from these folders to the appropriate locations and add language tags for easy multilingual blog publishing. Please provide me with detailed steps. To start, I need to add multilingual tags and menus to the blog, and then I'd like guidance on the writing workflow. 

🤖 Assistant

Adding multilingual support and automating the publishing process for your Hexo blog is an excellent idea. I’ll provide you with a comprehensive step-by-step guide, including setting up multilingual support, modifying your GitHub Action, and adjusting your writing workflow.

1. Enabling Multilingual Support in Hexo

1. Edit your Hexo _config.yml file and add or modify the following:

language:
  - zh-CN
  - en
  - zh-TW

2. Add a language switcher menu to your Butterfly theme’s _config.yml file:

menu:
  Home: / || fas fa-home
  Archives: /archives/ || fas fa-archive
  Tags: /tags/ || fas fa-tags
  Categories: /categories/ || fas fa-folder-open

# Add language switcher menu
language:
  - name: Simplified Chinese
    path: /
  - name: English
    path: /en/
  - name: Traditional Chinese
    path: /zh-tw/

3. Create language-specific configuration files:
   Create a _data directory within the source folder in your Hexo root directory. Then, create the following files:

   • languages.yml
   • en.yml
   • zh-TW.yml

   In languages.yml, add:

zh-CN:
  menu:
    home: Home
    archives: Archives
    tags: Tags
    categories: Categories
en:
  menu:
    home: Home
    archives: Archives
    tags: Tags
    categories: Categories
zh-TW:
  menu:
    home: Home
    archives: Archives
    tags: Tags
    categories: Categories

2. Modifying the GitHub Action

Modify your GitHub Action configuration file to handle multilingual content:

name: Sync Multilingual Content to iaiuse's _post Folder

on:
  push:
    paths:
      - '02.Area领域/230、写作输出/IAIUSE10/**'

jobs:
  sync:
    runs-on: ubuntu-latest
    steps:
      # ... (Retain previous steps up to file synchronization)

      - name: Sync Multilingual File Information
        run: |
          # Sync Chinese content
          rsync -av --delete ./02.Area领域/230、写作输出/IAIUSE/ iaiuse/source/_posts/
          # Sync English content
          rsync -av --delete ./02.Area领域/230、写作输出/IAIUSE/en/ iaiuse/source/_posts/en/
          # Sync Traditional Chinese content
          rsync -av --delete ./02.Area领域/230、写作输出/IAIUSE/zh-tw/ iaiuse/source/_posts/zh-tw/

      - name: Process Multilingual Tags
        run: |
          cd iaiuse/source/_posts
          # Add language tags for English articles
          find en -type f -name "*.md" -exec sed -i '1s/^/---\nlang: en\n---\n/' {} +
          # Add language tags for Traditional Chinese articles
          find zh-tw -type f -name "*.md" -exec sed -i '1s/^/---\nlang: zh-TW\n---\n/' {} +
          # Add language tags for default language (Simplified Chinese) articles
          find . -maxdepth 1 -type f -name "*.md" -exec sed -i '1s/^/---\nlang: zh-CN\n---\n/' {} +

      # ... (Retain subsequent steps)

3. Adjusting the Writing Workflow

1. Create the following folder structure in Obsidian:

   02.Area领域/230、写作输出/IAIUSE/
   ├── en/
   ├── zh-tw/
   └── (Default Chinese articles)

2. Writing Workflow:

   • Chinese articles: Place directly in the IAIUSE folder.
   • English articles: Place in the IAIUSE/en folder.
   • Traditional Chinese articles: Place in the IAIUSE/zh-tw folder.

3. Example article front-matter:

   ---
   title: Your Article Title
   date: 2024-09-06 14:30:00
   tags: [tag1, tag2]
   categories: [category1, category2]
   ---

   Note: You don’t need to manually add the lang field; the GitHub Action will handle it automatically.

4. Commit and Push:

   • Commit your changes to GitHub as usual.
   • The GitHub Action will automatically handle file synchronization and language tag addition.

5. Verification:

   • Check the source/_posts folder in the iaiuse repository.
   • Ensure that articles are correctly categorized into the respective language folders.
   • Verify that the correct lang field has been automatically added to the article’s front-matter.

By following this process, you can easily manage multilingual content and automate the deployment process.

I’ve provided you with a detailed guide that outlines how to set up multilingual support in Hexo, modify your GitHub Action to handle multilingual content, and adjust your writing workflow. This guide covers the following key steps:

1. Enabling Multilingual Support in Hexo
2. Modifying the GitHub Action to Handle Multilingual Content
3. Adjusting the Writing Workflow for a Multilingual Blog

Please refer to the Markdown document above, which contains all the necessary steps and code examples. This guide should help you seamlessly transition your blog to a multilingual version while maintaining an automated publishing process.

After implementing these changes, your writing workflow will be:

1. In Obsidian, place articles in their respective language folders (default, en, zh-tw).
2. Commit and push changes to GitHub as usual.
3. The GitHub Action will automatically handle file synchronization, add language tags, and deploy to your blog.

If you encounter any issues during the implementation or need further clarification, please don’t hesitate to ask. I’m happy to provide more assistance or clarify any unclear points.

Throughout this process, I faced numerous challenges. However, the most crucial aspect wasn’t necessarily finding solutions to these technical hurdles, but rather maintaining a clear understanding of my ultimate goal – to avoid getting lost in the intricate details of implementation.

Reflecting on my journey of learning and utilizing AI, I’ve realized that as a content creator and tech enthusiast, I initially struggled to keep pace with the demands of content creation. Traditional manual methods felt inefficient, leading to repetitive tasks and creative burnout. However, by exploring AI technologies, I discovered that AI could not only help me overcome these limitations but also provide powerful support in managing and optimizing my Hexo blog.

From AI Enthusiast to Applied Expert

As an early adopter of AI, my initial focus was on leveraging it to enhance productivity. This involved tasks like generating article outlines and automating creative expansion. However, as I delved deeper into AI’s capabilities, I realized that it could do much more than just save time. It could also tackle more complex challenges, such as multilingual content management and blog optimization.

Managing a Hexo static blog presented unique challenges, including efficiently handling long article translations, maintaining multiple language versions, and optimizing content display using AI. AI’s ability to address these issues fundamentally changed my perception of content creation and management.

Common Challenges in Content Creation and Management

Information Overload and the Pressure to Elevate Content Quality

We live in an era of information overload, where a constant deluge of content bombards us daily. As content creators, standing out in this environment and crafting high-quality, engaging content presents a significant challenge. AI tools can not only assist in generating a wealth of high-quality content ideas but also leverage natural language processing techniques to optimize article structure and coherence, ensuring content aligns with reader expectations and needs.

AI-Assisted Content Creation: Breaking Through Efficiency and Quality Bottlenecks

Content creators often face two core challenges: generating creative and in-depth content efficiently and maintaining quality and logical consistency without sacrificing speed. These challenges are particularly pronounced when creating long-form articles or multilingual content. Fortunately, AI tools offer a solution by dramatically increasing content production efficiency while helping creators maintain consistent quality.

One major factor contributing to creator’s procrastination is the inability to get started. AI’s advantage is that it provides a starting point, allowing us to refine and build upon its suggestions, significantly reducing psychological barriers.

Utilizing AI for Article Outline Generation and Creative Expansion

Many creators encounter writer’s block, especially when tackling lengthy content or exploring complex topics. Creative inspiration can wane, and maintaining a clear train of thought can be difficult. AI writing assistants offer invaluable support in this area.

Firstly, AI can analyze existing content themes and structures to automatically generate article outlines. This allows creators to start with a structured framework, eliminating the need to spend significant time brainstorming the logical flow of their articles. Furthermore, AI can suggest further content expansion based on the outline. For instance, if you have a 1000-word article, AI can help you expand it to 5000 words or more by adding relevant details, background information, examples, or data analysis. This process not only ensures sufficient article length but also utilizes AI algorithms to maintain logical coherence.

Case Study: Expanding from 1000 Words to 5000 Words

Here’s a Mermaid flowchart illustrating the writing process you described:

This flowchart depicts the entire process from the initial idea to the final 5000-word article, highlighting key interaction points with AI. Now, let’s delve into the specific expansion process and outcomes:

Initial Stage: Brainstorming and Outline (Approximately 1000 words)

I started with the idea of “AI’s Applications in Content Creation.” I summarized the main points in about 200 words and then discussed potential article structures with AI. AI suggested dividing the content into the following sections:

1. The Current State of AI in Content Creation
2. Types and Applications of AI Tools
3. Advantages of AI-Assisted Writing
4. Potential Challenges and Limitations
5. Future Outlook

Based on this structure, I quickly drafted a 1000-word outline, with each section consisting of roughly 200 words.

Interacting with AI: Evaluation and Adjustment

I submitted the 1000-word draft to AI for evaluation. AI identified some logical gaps and underdeveloped arguments. For example, in the “Types and Applications of AI Tools” section, AI suggested adding specific tool examples and use cases.

Expansion Begins: Providing Examples to Deepen Understanding

Based on AI’s feedback, I began expanding each section. Let’s take the “Advantages of AI-Assisted Writing” section as an example:

Original Text (Approximately 200 words):
“AI can significantly improve writing efficiency, generate creative ideas, and help overcome writer’s block. It can also provide data support, ensuring the accuracy and comprehensiveness of content.”

Expanded Text (Approximately 800 words):
“AI excels at enhancing writing efficiency. For instance, in my personal experience, after using the Claude model to assist with writing, my daily article output increased from 1 to 3 articles without compromising quality. AI not only generates initial drafts quickly but also provides creative ideas from multiple perspectives.

When it comes to overcoming writer’s block, AI is a game-changer. I once struggled to develop an article on sustainable development. I described my predicament to AI, and it immediately offered three novel approaches: analyzing sustainable development from the perspectives of economic benefits, social impact, and technological innovation. These suggestions were incredibly insightful and helped me break through my mental barriers.

Another significant advantage of AI is its powerful data processing and analysis capabilities. During the writing process, AI can quickly retrieve and organize relevant data, ensuring content accuracy and comprehensiveness. For example, when writing an article about global climate change, AI provided me with the latest scientific data and national policy information. Gathering this information manually would have taken me at least several days.”

Continuous Optimization and Refinement

After expanding each section, I interacted with AI again, asking it to review the expanded content and provide further optimization suggestions. AI identified some unclear expressions and recommended adding more transitional sentences to enhance the article’s coherence.

Final Polishing: Title Selection and Overall Evaluation

When the article reached nearly 5000 words, I collaborated with AI again to discuss potential title options. We ultimately chose “AI and Human Collaboration: Reshaping the Future of Content Creation” because it was both engaging and accurately summarized the core message of the article.

AI also conducted a final evaluation of the entire article, identifying minor grammatical errors and inconsistencies in expression, which I then corrected.

Outcomes and Reflections

Ultimately, the article expanded from its initial 1000 words to 5200 words. The entire process took about 4 hours, saving me at least 60% of the time compared to working independently. More importantly, through continuous interaction with AI, the depth and breadth of the article significantly improved.

This experience highlighted that AI is not just an efficient writing assistant but also a powerful tool for expanding one’s thinking. It helped me approach the topic from multiple angles and uncover insights I might have otherwise overlooked. This collaborative approach also prompted me to reflect on the unique value of human creators in the age of AI. We need to learn how to effectively utilize AI tools while retaining our creativity and critical thinking skills.

As I deepened my engagement with AI and witnessed its ability to enhance efficiency across various aspects of content creation, the desire for automation naturally emerged. Automation, combined with intelligence, has become an inevitable choice for content creators.

The Future Potential of AI Tools: From Automation to Intelligent Optimization

AI is more than just a content generation tool; it can also empower creators to continually optimize their writing process. With advancements in AI technology, the future of content creation will become increasingly intelligent. AI will be able to understand reader needs more accurately and even automatically adjust and optimize content structure and expression based on reader feedback.

By collaborating deeply with AI, creators can maintain their creative inspiration while effortlessly addressing the dual challenges of efficient production and quality control. The application of AI goes beyond simply improving efficiency; it’s about creating an entirely new content creation model, freeing creators from tedious technical tasks and allowing them to focus on creative and strategic thinking.

AI programming is becoming a ubiquitous skill, akin to using PowerPoint. After over 1000 hours of in-depth interaction with AI and writing dozens of long-form articles with AI assistance, I’ve developed some insights. Let’s now address the questions posed at the beginning of this article.

Looking Ahead: Embracing AI to Become Leaders in the Digital Age

When AI can generate detailed reports in minutes, are you still willing to spend hours writing manually?

Initially, my understanding of AI was that it could simply write things for me. However, through practical experience, I’ve discovered that it’s not that simple. A phased approach is essential. While AI can save us time, it also helps us deepen our understanding of the subject matter.

Another crucial factor is that our perception of complexity evolves as our capabilities expand through the process of interacting with AI.

Would you let AI make crucial decisions for you?

I would leverage AI to explore different perspectives and angles on a decision, while also learning from its insights. However, it’s crucial to maintain a healthy dose of skepticism and awareness, as AI-generated information can potentially create filter bubbles.

How can we transform AI from a vague advisor into a powerful ally?

Breaking down tasks is essential. By effectively decomposing complex tasks, we can better control the overall process. This approach also offers significant benefits in terms of personal growth and development.

What unexpected things have you learned while collaborating with AI to solve problems?

The most significant takeaway has been AI’s ability to offer fresh perspectives on established workflows. These workflows were often designed based on past limitations, but AI’s capabilities are changing the game.

What would you do when the solution given by AI seems beyond your comprehension?

In reality, the situation is rarely so absolute. It’s about continuous exploration and finding the most suitable solution for the current context.

Has working alongside AI changed the way you solve problems?

AI encourages me to focus more on the overarching goal and avoid getting bogged down in specific details.

Through my interactions with AI, I’ve realized that utilizing AI as an assistant in daily life is no longer just a slogan or a concept, but a tangible and practical reality.

It allows us to detach from the intricacies of implementation, enabling us to become more efficient and focused on our true objectives.

Personalized Recommendations

Whether you’re a tech enthusiast, a content creator, or a professional in any field, AI can play a valuable role in your work. Here are some specific recommendations tailored to different groups to help you begin or deepen your collaboration with AI:

For Tech Enthusiasts

1. Start with small projects: Choose a small personal project, such as building a simple blog or automating a script, and try using AI to assist with coding. This will help you familiarize yourself with AI’s capabilities and limitations.

2. Explore AI coding tools: Experiment with AI coding assistants like GitHub Copilot or Cursor. Initially, you can use them to generate comments or simple functions, gradually transitioning to more complex tasks.

3. Engage with the AI community: Join online communities or forums related to AI, such as the AI section on Stack Overflow or the r/artificial subreddit. Share experiences with other developers and stay updated on the latest trends.

4. Build AI-powered projects: Try developing a project that utilizes AI APIs, such as a simple chatbot or an image recognition application. This will provide a deeper understanding of AI’s practical application process.

For Content Creators

1. AI-assisted brainstorming: When you encounter creative block, try brainstorming with AI. Provide AI with a topic and ask it to generate multiple creative directions. Then, select the most suitable ones for further development.

2. Establish an AI writing workflow: Gradually integrate AI into your writing workflow. You can start by using AI to generate article outlines and then experiment with AI to expand specific paragraphs or provide relevant data support.

3. Explore multilingual content: If you’re interested in expanding into international markets, try using AI to assist with translating and localizing your content. Start with a single blog post and gradually expand to more content.

4. Optimize SEO: Leverage AI tools to analyze your content and obtain SEO optimization recommendations. Try adjusting your titles, meta descriptions, and keyword usage based on AI’s suggestions.

For Business Managers

1. AI-assisted decision-making: Start using AI analytics tools for small-scale decisions. For instance, analyze customer feedback or market trend data using AI as a reference for decision-making.

2. Employee training programs: Develop a training program on the use of AI tools to help team members understand how to effectively utilize AI in their daily work.

3. Process optimization: Identify repetitive tasks within your company that could benefit from AI automation. Start with a small process and test the effectiveness of AI solutions.

4. AI ethics and policies: Begin developing company policies regarding AI usage, ensuring that AI applications comply with ethical standards and legal requirements.

For Educators

1. AI-assisted lesson planning: Try using AI to help design course outlines or generate ideas for teaching materials. This can bring fresh perspectives to your curriculum.

2. Personalized learning paths: Explore how to use AI to analyze student learning data and create personalized learning plans for individual students.

3. Innovative teaching methods: Consider how to integrate AI tools into classroom activities, such as using AI-generated case studies or simulated scenarios.

4. AI literacy education: Develop a simple course module to educate students about the basics of AI, its application areas, and its impact on society.

Regardless of your background or profession, remember that collaborating with AI is a learning process. Start small, maintain curiosity and an open mind, and you’ll discover that AI can not only enhance your productivity but also spark your creativity and unlock new possibilities. Most importantly, always maintain critical thinking and view AI as a powerful tool rather than a solution to be solely relied upon.

I wish you a fulfilling journey as you explore the world of AI-assisted creation!