Who is suitable for this course

Mid-to-senior professionals whose roles are being reshaped by AI and who refuse to stay passive. You fit if you: • Feel uncertainty about where to invest limited time and energy. • Want a structured upgrade to your professional operating system without becoming technical. • Are ready to deconstruct your role, clarify distinctive value, and re-architect focus. • Need sustainable learning methods that fit a demanding schedule.

Learning outcomes

By the end of this course you will: • Hold a clear, non-technical understanding of how AI works, where it excels, and where it fails. • Master the CTC framework and craft high-leverage prompts that drive better results. • Deconstruct your role, identify core value, and define precise development priorities. • Apply learning techniques that stay relevant and sustainable under professional pressure. • Recognise AI-related risks (including fraud) and apply clear principles of responsibility. • Install durable habits that make continuous learning low-friction and consistent.

Meet Your Instructor, Wingi

Wingi brings decades of corporate leadership experience and a sustained commitment to rigorous learning. With a strong academic and professional foundation, she operates at the intersection of organizational leadership and continuous capability development. Based in Hong Kong, she designs practical frameworks that help professionals cut through noise and rebuild focus during rapid change. Her approach prioritizes clarity over complexity, application over abstraction, and durable habits over temporary enthusiasm.

Curriculum

8 Chapters · 63 Lessons

    1. (Included in full purchase)

      Welcome to the Professional Re-architecture & AI Litercy

    2. (Included in full purchase)

      Survey

    1. (Included in full purchase)

      Welcome to The Reality Check

    2. (Included in full purchase)

      Status check

    3. (Included in full purchase)

      Corporate Use Case Matrix

    4. (Included in full purchase)

      Inside the Machine: The Three Elements of an LLM

    5. (Included in full purchase)

      The AI Vocabulary Toolkit

    6. (Included in full purchase)

      Knowledge Check

    7. (Included in full purchase)

      The Real World Liabilities

    8. (Included in full purchase)

      Causes of AI Hallucinations

    9. (Included in full purchase)

      Chapter 1 Roundup

    10. (Included in full purchase)

      Activity: AI Memo Audit

    11. (Included in full purchase)

      Activity: AI Memo Audit (Your observation)

    1. (Included in full purchase)

      Chapter 2 Learning outcomes

    2. (Included in full purchase)

      The CTC Framework

    3. (Included in full purchase)

      A 10/10 Enterprise Prompt

    4. (Included in full purchase)

      The Role and Lens Exploration

    5. (Included in full purchase)

      Knowledge Check

    6. (Included in full purchase)

      Upgrading Your Workplace Instructions

    7. (Included in full purchase)

      Practice Exercises

    8. (Included in full purchase)

      Chapter 2 Roundup

    1. (Included in full purchase)

      Moving Beyond Your Job Description

    2. (Included in full purchase)

      The 5 Key Value-Driving Functions of an Enterprise

    3. (Included in full purchase)

      Elon: First Principle Thinking

    4. (Included in full purchase)

      Filter your tasks

    5. (Included in full purchase)

      Knowledge Check

    6. (Included in full purchase)

      Data-Heavy vs. Context-Heavy

    7. (Included in full purchase)

      Activity: The Individual Task-to-Role Mapping

    8. (Included in full purchase)

      When AI adoption metrics backfire

    9. (Included in full purchase)

      The Corporate AI Reality Contract

    10. (Included in full purchase)

      Knowledge Check

    11. (Included in full purchase)

      Your professional Core

    12. (Included in full purchase)

      Chapter 3 Roundup

    1. (Included in full purchase)

      New Speed to Competence

    2. (Included in full purchase)

      This Is How Kids Should Be Learning with AI | Priya Lakhani | TED

    3. (Included in full purchase)

      Concept 1 - 80/20 Learning Rule

    4. (Included in full purchase)

      The 80/20 Principle Changed My Life

    5. (Included in full purchase)

      Concept 2 - Micro-learning

    6. (Included in full purchase)

      Knowledge Check

    7. (Included in full purchase)

      Concept 3 - Just-in-Time Learning

    8. (Included in full purchase)

      Just-In-Time Learning & AI Tutor Framework

    9. (Included in full purchase)

      Productive Struggle & The Boundary of 'Good Enough'

    10. (Included in full purchase)

      Chapter 4 Roundup

    1. (Included in full purchase)

      Power Without Awareness

    2. (Included in full purchase)

      Filter Bubbles and Information Narrowing

    3. (Included in full purchase)

      Readings: The Science of Algorithmic Manipulation

    4. (Included in full purchase)

      Strategic Defense

    5. (Included in full purchase)

      Knowledge Check

    6. (Included in full purchase)

      The Three Types of AI Bias

    7. (Included in full purchase)

      Data Sovereignty

    8. (Included in full purchase)

      Knowledge Check

    9. (Included in full purchase)

      AI-Enabled Fraud

    10. (Included in full purchase)

      Fraud Defense Protocols

    11. (Included in full purchase)

      Knowledge Check

    12. (Included in full purchase)

      Chapter 5 Roundup

    1. (Included in full purchase)

      Fostering Curiosity in Learning

    2. (Included in full purchase)

      The 2 powerful learning habits

    3. (Included in full purchase)

      Tactical Tool & Information Curation Strategy

    4. (Included in full purchase)

      The Information Bubble Disruption Strategy

    5. (Included in full purchase)

      Knowledge Check

    6. (Included in full purchase)

      The Autopilot

    7. (Included in full purchase)

      Chapter 6 Roundup

    1. (Included in full purchase)

      Congratulations!

Begin your re-architecture

Practical. Non-technical. High-leverage.

$120.00

Enroll now

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