Artificial Intelligence (AI) Lessons | Uxcel

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AI’s Role in Text Generation and Modification

Learn the numerous applications of AI in content production

Best Practices and Potential Pitfalls of AI Writing Tools

Understand the strengths and limitations of AI writing tools to produce great content

AI Limitations in User Research

Discover the shortcomings of AI in user research and how to avoid them

Writing Effective Prompts in ChatGPT

Learn to craft clear prompts to enhance your design writing with ChatGPT

Basics for Creating Effective Prompts

Discover how to write impeccable prompts that guide AI tools to realize your vision

ChatGPT in User Research

Learn how to correctly leverage ChatGPT for user research tasks

Exploring the Power of AI in Visual Design

Explore how AI is transforming visual design, from automating tasks to creating user-centric experiences

Enhancing Design Tasks with AI Tools

Explore how to harness AI for optimizing tedious design tasks

The Application of AI in User Testing

Enhance user testing with AI tools to gain deeper insights and improve user experience.

Integrating AI Tools Into Your Design Workflow

Learn how to smoothly integrate AI tools into your design workflow

Enhancing User Research Tasks with AI Tools

Learn how to tackle time-consuming user research tasks with AI and save time for creative work

Modifying Images in Figma

Explore how you can manipulate images in Figma to integrate them seamlessly into your interfaces.

What Is AI-Powered UX?

Discover the fundamental concepts that distinguish AI-powered user experiences from traditional interfaces.

Principles of Effective Prompting

Transform vague AI requests into precise instructions by understanding clarity, context, and validation principles.

The Role of AI Prompting in Product Work

Identify where AI can solve your specific product challenges and build your personalized toolkit.

Human-Centered AI Principles

Apply human-centered principles to design fair, transparent, and user-controlled AI experiences.

AI Capabilities & Constraints

Explore AI's core strengths and limitations to design more realistic and effective AI-powered experiences.

AI for Design and Research

Transform time-consuming design and research tasks into efficient AI-assisted processes that amplify human creativity.

Value Proposition & Problem Selection

Identify where AI truly adds value and choose between augmentation and automation to maximize user benefits.

Mental Models of AI

Understand how users conceptualize AI systems and why these mental models drive adoption and trust.

Interaction Design Policies

Master the art of creating effective guardrails and controls for AI-generated content.

User Agency & Customization

Design AI controls that empower users to personalize experiences while maintaining usability and simplicity.

Complex Prompt Engineering

Master the art of building interconnected AI workflows that handle complex, multi-step challenges with conditional logic and consistent context.

Safety Nets & Undo

Implement safety mechanisms that protect users and build confidence when interacting with AI systems.

Conversational UX & Multimodal Interfaces

Master design strategies for effective AI conversations across chat, voice, and visual modalities.

Iteration and Prompt Tuning

Master the art of refining AI outputs through strategic iteration and systematic improvement.

15 Examples of Enhancing a UX Designer's Workflow with ChatGPT

Explore how leveraging the power of ChatGPT can streamline and augment your design process, making it more efficient and collaborative

Measuring AI UX Success & Governance

Implement measurement frameworks, governance processes, and compliance guidelines for responsible AI experiences.

Ethical & Societal Implications

Navigate the ethical challenges of AI to create fair, private, and responsible user experiences.

Ethics, Limitations, and Best Practices

Navigate the ethical complexities of AI integration while building frameworks that balance innovation with responsibility and human oversight.

Data Analysis with AI

Master the art of turning data analysis requests into clear AI prompts that deliver statistical insights, visualizations, and actionable recommendations.

Finding AI Opportunities

Identify real user problems where AI capabilities provide meaningful solutions beyond traditional approaches.

Using AI for Communication and Content

Transform time-consuming writing tasks into efficient AI-assisted workflows that preserve your unique professional voice.

Feedback Loops & Transparency

Build trust and continuous improvement through transparent AI systems and effective feedback mechanisms.

Prompting Fundamentals

Master the essential building blocks that transform basic AI interactions into powerful, precise results.

Understanding ChatGPT

Get acquainted with ChatGPT's capabilities to enhance product development workflows and decision-making processes

Automation vs. Augmentation Decisions

Determine when AI should take over tasks completely versus when it should enhance human capabilities.

Trust Through Transparency

Master transparency techniques that help users develop appropriate trust in AI systems.

Defining AI Success Metrics

Define metrics that balance technical performance with real user value and long-term impact.

Creating Effective Explanations

Master techniques for explaining AI decisions in ways that build understanding and enable informed user choices.

Common Prompt Patterns

Learn how to use structured prompt formats to turn vague requests into clear, actionable instructions

Writing Effective Prompts

Learn techniques for crafting prompts that unlock ChatGPT's full potential for any product task

Building AI Mental Models

Master the art of helping users understand how AI works and what to expect from intelligent systems.

Understanding AI Errors

Recognize different types of AI errors and their impact on user experience.

Graceful Failure Design

Design AI experiences that help users move forward productively when predictions fail.

Managing System Evolution

Learn to guide AI systems through continuous improvement while maintaining user trust and system stability.

Ideation with ChatGPT

Turn frustrating brainstorms into productive idea factories with ChatGPT that never runs out of creative energy

Best Practices and Limitations

Understand what entails responsible AI integration through proven strategies and clear boundaries

Designing Feedback Mechanisms

Learn to create feedback systems that improve AI performance while enhancing user experience.

Calibrating User Confidence

Build appropriate user trust through transparency about AI capabilities and limitations.