Generative AI
Book - 2024
"Generative AI tools capable of creating text, images, and even ideas seemingly out of thin air have exploded in popularity and sophistication. This valuable technology can assist in authoring short and long-form content, producing audio and video, serving as a research assistant, and tons of other professional and personal tasks. Generative AI For Dummies is your roadmap to using the world of artificial intelligence to enhance your personal and professional lives. You'll learn how to identify the best platforms for your needs and write the prompts that coax out the content you want. Written by the best-selling author of ChatGPT For Dummies, this book is the ideal place to start when you're ready to fully dive into the world ...of generative AI"--
Saved in:
- Subjects
- Published
-
Hoboken, NJ :
John Wiley & Sons, Inc
[2024]
- Language
- English
- Main Author
- Item Description
- Includes index.
- Physical Description
- ix, 292 pages : illustrations ; 24 cm
- ISBN
- 9781394270743
- Introduction
- About This Book
- Foolish Assumptions
- Icons Used in This Book
- Beyond the Book
- Where to Go from Here
- Part 1. Diving into Generative AI Fundamentals
- Chapter 1. Mapping the Lay of the Generative AI Land
- So, What Exactly Is Generative AI?
- Unveiling the BIG Secret to Working Successfully with GenAI
- Understanding the Infamous Finger Problem and Other GenAI Quirks
- Figuring Out How to Work with GenAI - It's All About Your Prompts
- Why GenAI appears so human
- Realizing the human influences behind Generative AI's abilities
- Discovering the Differences in GenAI Models and Options
- Checking Out Practical Uses of GenAI
- Separating Gen AI Fact from Fiction
- Chapter 2. Introducing the Art of Prompt Engineering
- First Things First: What Is a Prompt?
- Revealing the Secret Behind Successful Prompting
- Discovering the secret sauce in prompt engineering
- Understanding how prompts guide GenAI responses
- Crafting Effective Prompts for Diverse AI Applications
- Tips and Tricks for Optimizing Your Prompts
- Using Prompts to Provide Supplemental Data for the Model
- Avoiding Common Prompting Pitfalls
- Chapter 3. Collaborating Creatively with GenAI
- Exploring Human-AI Partnerships in Creative Fields
- The role of AI in art, music, writing, and video production
- Different art forms, same prompting issues
- Looking at some benefits of using GenAI as a creative tool
- Collaborative success stories
- Knowing Who's at Fault for Mishaps, Misfortunes, and Law-Breaking
- Understanding Your Role in Responsible AI
- Ethical considerations in AI collaboration
- Evolving ethical guidelines for working with AI
- Chapter 4. Navigating the Evolving Landscape of GenAI
- Identifying Key Players and Evaluating GenAI Providers
- Who's who in the GenAI market
- Assessing GenAI services and solutions
- Getting GenAI that Plays Nice with Other Technologies
- Integrating ChatGPT with other software
- Bringing in autonomous AI agents
- Keeping Up with the Pace of GenAI Advancements
- Staying informed on GenAI trends
- Preparing for the future of Generative AI
- Chapter 5. Applying GenAI in Practical Scenarios
- GenAI as Writing Assistant
- Using GenAI to generate ideas
- Drafting content with the help of GenAI
- Sprucing up your writing with GenAI
- Getting a Visual Assist from GenAI
- GenAI In graphic design and visual arts
- Generating visual content with AI tools
- Harnessing GenAI for even more visual creativity
- Problem-Solving with AI in Creative Projects
- Part 2. Mastering Creative Content with Generative AI
- Chapter 6. Manipulating the GenAI Model to Milk It for More or Better Content
- GenAI's Shame That No One Is Talking About
- Unveiling AI: It's way more human than you think
- Illuminating flaws in GenAI's DNA
- Lying to the Model for Increased Productivity
- The ethics of misleading AI for better outputs
- Strategies for guiding AI to desired results
- Rewarding and Punishing GenAI to Produce Better Content
- Implementing reinforcement learning techniques
- The role of feedback in AI content generation
- What to Do If the GenAI Ignores You or Freezes
- Troubleshooting common GenAI interaction issues
- Ensuring smooth operation and response from AI
- Addressing GenAI's Lying, Misleading, or Hallucinating Tendencies
- Techniques aimed at improving AI honesty and accuracy
- Preventing AI from generating false information
- Repurposing Content with GenAI
- Chapter 7. Producing Long-Form Content
- Writing Academic Papers with GenAI Assistance
- Using GenAI for research and academic writing
- Supporting the academic publication process
- Developing White Papers and Reports Using Generative AI
- Crafting professional documents with AI support
- Enhancing business communication with AI
- Crafting Research Designs and Outlines with GenAI
- Structuring research projects with AI
- From concept to outline: GenAI as a planning tool
- Integrating Citations and References
- GenAI-assisted reference management
- Ensuring academic integrity with GenAI
- Producing Long-Form Articles with GenAI
- Techniques for GenAI-enhanced feature writing
- Maintaining depth and quality in GenAI-assisted articles
- Writing Books with GenAI
- Chapter 8. Customizing Content for Niche Topics
- Tailoring GenAI to Produce Content for Specialized Fields
- Options in GenAI models aimed at specialized writing
- Where to find small and specialized GenAI models
- Case studies: GenAI use in high-stakes domains
- Balancing Expertise and Creativity in GenAI-Based Writing
- Merging subject matter expertise with AI for niche content
- Crafting expert content with a creative edge
- Warnings: Hazards Ahead
- Anticipating challenges in niche content generation
- Preparing for the unpredictable in GenAI-assisted writing
- Chapter 9. Creating Short-Form Content
- Getting Better Results by Combining Different Types of AI
- AI aggregation
- Output stitching
- AI chaining
- Enhancing Blogging
- Leveraging GenAI to elevate blog content and engagement
- Streamlining the blogging workflow with GenAI
- Writing Short News Articles with AI
- GenAI-assisted journalism: Quick news writing
- Balancing speed and integrity in GenAI-generated news
- Adding GenAI Pizzazz to Speechwriting
- Crafting memorable speeches with GenAI support
- Personalizing public speaking through GenAI
- Designing and Writing Content for Websites
- GenAI-driven website design
- Optimizing website copy with GenAI insights
- Checking the wisdom of adding GenAI chatbots to your website
- Crafting Logos and Slogans
- Generating creative brand elements with GenAI
- Creating Social Media Content
- Tailoring GenAI-generated content for social media platforms
- Strategies for viral GenAI-enhanced social media posts
- Repurposing social media content with GenAI
- Pitfalls and Pitstops
- Recognizing the limits and risks of GenAI in short-form content
- Ethical considerations and quality control
- Chapter 10. Luring Images, Music, and Vide© Out of GenAI
- Getting Ready to Create with GenAI
- Writing Prompts to Create Artistic Outputs
- Different prompts for different types of creators
- The art of artsy prompting
- Harnessing GenAI for Multimedia Content Creation
- Innovations in AI-Generated Imagery and Soundscapes
- Making music with AI
- Making videos with AI
- Chapter 11. Speeding, Improving, and Checking Your and GenAI's Work
- Getting to the Point with GenAI-Powered Summarization
- Extracting key points
- Using GenAI for concise summaries and abstracts
- Pushing GenAI for bullet points, pull quotes, and excerpts
- Enhancing information retrieval with GenAI summarization tactics
- Using GenAI to Check Character Traits and Actions
- Storyboarding with GenAI
- Adapting Writing Style and Tone for Varied Audiences Using GenAI
- Customizing content tone with GenAI for different demographics
- GenAI-assisted style adaptation for targeted communication
- Checking Your Content's Market Appeal and Value
- Ensuring Coherence and Concision in Multi-Author Content
- Optimizing Keywords and Phrases (SEO) with GenAI for Better Search Rankings
- Part 3. Exploring Advanced Genai Models and Techniques
- Chapter 12. Leaning on Advanced Tactics to Move Your Content to Another Level
- Evaluating AI Models in Terms of Your Specific Needs
- Tailoring GenAI Models for Specialized Topics
- Customizing AI for industry-specific content
- Examples of specialized GenAI models available on the market
- Dealing with Software Integration Issues
- Overcoming common integration challenges
- Programming with GenAI no-code options
- Chapter 13. Delving into Specialized GenAI Tools
- Discovering the Difference Enterprise-Level AI Tools Make
- The impact of GenAI on large-scale operations
- Checking out common features and benefits of enterprise GenAI tools
- Finding Mini GPTs and GPT App Stores
- Navigating the world of specialized AI marketplaces
- Demystifying micro GenAI applications
- Exploring Autonomous AI Agents and Personalized AI
- Autonomous AI agents
- Personalized AI
- Deploying GenAI with autonomous agents and AI twins for individualized interactions
- Chapter 14. Enhancing Creativity and Productivity with GenAI
- Capturing Inspiration and Cashing In: A Case Study
- Giving GenAI Multiple Personalities for Better Perspective
- Diversifying AI outputs with varied personalities
- Techniques for multi-perspective AI content generation
- Enhancing Readability and Reader Engagement with GenAI
- Using GenAI-driven strategies to captivate audiences
- Analyzing and improving content readability
- Mind Mapping with GenAI for Enhanced Idea Generation
- Rethinking Your Creative Processes to Better Leverage GenAI
- Remembering GenAI is a generator and not a creator
- Adapting traditional creative methods for GenAI collaboration
- Seeing GenAI as a medium rather than a generator
- Part 4. Navigating the Intersection of Ethics, Quality, and Humanity
- Chapter 15. Upholding Responsible AI Standards in GenAI Use
- Achieving Originality and Excellence in GenAI-Generated Content
- Strategies for ensuring originality in GenAI creations
- Maintaining quality standards in GenAI outputs
- Applying Journalism Ethics to GenAI-Generated Content
- Following basic journalistic principles
- Adhering to truth and integrity in GenAI-assisted reporting
- Balancing speed with ethical considerations in GenAI content generation
- Joining the Responsible AI Movement
- Understanding the goals of the Responsible AI movement
- Contributing to ethical AI development and use
- Aligning with global efforts for responsible AI practices
- Chapter 16. Unveiling the Human Element in GenAI
- Are We Humans Becoming Obsolete?
- Implementing Quality Control through Human Oversight
- Establishing protocols for human-AI collaborative review
- Ensuring GenAI accountability through human supervision
- Training GenAI Models on Human Expertise
- Part 5. The Part of Tens
- Chapter 17. Ten Ways GenAI Can Boost Your Creativity
- Unleashing Your Inner Artist: Exploring the Power of AI Play
- The Muse in the Machine: Finding Inspiration with AI Content Generators
- Writing Reimagined: How GenAI Can Enhance Your Storytelling
- Composing Music with GenAI Assistance
- Creative Collaboration: Partnering with AI for Innovative Solutions
- Breaking the Block: AI Techniques to Overcome Creative Barriers
- Customized Creativity: Tailoring AI to Your Artistic Style
- Visualizing the Unseen: Using AI to Generate New Art Forms
- The Idea Incubator: GenAI as a Brainstorming Partner
- From Data to Art: Transforming Numbers into Narratives with AI
- Chapter 18. Ten Tips for Advanced Prompting
- Leverage Keywords
- Structure Prompts Logically
- Explain Through Examples
- Employ Constraints
- Ask for Iterations
- Incorporate Logic and Reasoning
- Sequence Your Prompts
- Reference Past Interactions
- Be Explicit About Style
- Use Meta-Prompts
- Index