AI+Human Workflow

AI+Human Content Creation Workflow

Julie Johnson www.juliejohnson101.com

Agenda

Explore AI in WordPress content creation for writers and marketers.

• Learn AI basics
• Collaboration
• workflow optimization
• hands-on exercises

The Problem••

AI used without human oversight can lead to ethical and discriminatory issues in content creation, such as outdated terms and copyright infringement..

AI risks ethics lapses in content creation.

AI and human customization are the perfect pair to craft tailored, optimized content."

AI and human customization are the perfect pair to craft tailored, optimized content."

But First Safety ••

3.

1.

Don't input any company IP

A. Don’t input any personally identifiable information.

4.

2.

Do turn off history if using external tools (like ChatGPT) that enable that choice.

B. Don’t input any sensitive information.

AI Prompting 101

Focus on the problem less on the prompt.

Provide Context

Be specific

Measure outcome of the output

Change the output as needed with human eye

Build on the conversation

Step 1 : Understandingthe audience

Leading with Empathy and curiosity ••

Empathizingwith Audience••

Begin by thoroughly understanding the audience for the course. Part 1: Observe and interview humans who are facing the problem you are aiming to solve Part 2: Use AI tools to analyze demographic data, preferences, and learning behaviors to gain insights into the target audience's needs and expectations.

Use Case: My Course on Human Centered Design as a Problem Solving Tool

Reach out to 3Start-Up Owners

Ask AI

Analyze

Ask AI the same question: How well equipped with tools and framewoks do founders feels to navigate

Identify the overlapping areas of concern based on this feedback.

How well equippedwith tools and framewoks to lead conflict on your teams?

Step 2 : Ideation and content Writing

Using AI and User Experience Interviews to brainsorm solutions ••

Ideation and Content Creation••

Begin by thoroughly understanding the audience for the course. Part 1: Create ideas based on the user experience interview from the initial interviews Part 2: Utilize AI-generated content to brainstorm and generate diverse ideas for the course content

Use Case: My Course on Human Centered Design

Finding solutions from humans

Ask AI

Analyze

Results:

• Read world examples
• Expert Insight
• Exploring different perspectives

Brainstormed ideas formicrolearning course site for human center problem solving with use cases and scenarios woven in

Solutions on problems solving for

• micro-courses on phone
• 2. Day Traings
• 3. Job aides

Step 3 : Implement an aI + HumanFeedback Loop

Use a hybrid approach to receiving feedback ••

Feedback Loop ••

Begin by thoroughly understanding the audience for the course. Part 1: Create usable spaces in your content where people could easily give feedback. Part 2: Implement an iterative process using AI tools to analyze user feedback, engagement metrics, and relevant data for continuous refinement of course content.

User Case: My Course on Human Centered Design

Finding solutions from humans

Ask AI

Analyze

Results: Utilized Question Pro AI to iteratively analyze user feedback and engagement metrics for refining course content continuously.

Using feedback placed in usable spaces in the course shell and AI engagement metrics, I saw larger and more nuanced scope of the problem we were solving.

Placed feedback on course inside each module for ease of access as requested from screen readers.

Step 4 : Personalization

Making it customized and flexible ••

Personalization••

Begin by thoroughly understanding the audience for the project:Part 1: Create customized features based on the user experience interview during the empathic problem solving phase. Part 2: Use AI to personalize adaptive learning content based on specific problems

Use Case: My Course on Human Centered Design

Finding solutions from humans

Analyze

Ask AI

Results: Prompts reported that personalized feedback was important for written course work that was submitted asynchronously

Developed an opportunity within the course for attendees to submit their work and get real life feedback from me.

Created an options for people take the course asynchronously since leaders want flexibility

Step 5 : Accessibility and Inclusion

Using plain language, headings, and headlines ••

Accessibility••

Part 1: Ensure language follows the plain language guidelines Part 2: Use AI to make sure plain language text is as concise as possible

User Case: My Course on Human Centered Design

Using PlainLanguage

Put it altogether

Use AI to make it concise

Results: Cut and paste text into your AI generator. Ask the AI to make the text as concise as possible.

Ensure all text is using adequate headlings using a screen reader like JAWS or NVDA.

Ensure that all text writtenis based on the Federal Plain Language Guide

Thanks

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