🟣 Intermediate Level 1
🟣 INTERMEDIATE · LEVEL 1

Human vs. AI: Who Does It Better?

What AI excels at vs. What only humans can do — You must know the boundaries to create your own value.

📚
Lecture Slides
10
🎭
Scenario Cards
6
📝
Test Questions
20
🎯
Passing Score
75+ points

📋 What You Will Learn in This Level

1What AI is truly good at and why
2Unique Human Role ① Strategic Control
3Unique Human Role ② Creative & Meaning
4Unique Human Role ③ Trust & Relationship
5Unique Human Role ④ AI Supervision
6The true limits of AI — What it absolutely cannot do
7Scenario Judgment Cards — Who does it better in real life?
🟣 Intermediate Level 1
Slide 1 / 10
📖 Intro

Why is this question important?

As AI advances, people ask: "What should humans do now?" To answer this, we first need to draw clear boundaries.

🚨 Two Incorrect Reactions
❌ Excessive Fear — "AI will replace everything" → Baseless defeatism

❌ Baseless Comfort — "Humans will never be replaced" → Dangerous overconfidence
✅ The Correct Approach
Accurately divide the domains — Objectively identify what AI does well and what humans do well, and strategize by focusing on unique human capabilities.
🎯 Goal of This Level

Develop the critical thinking skills to judge AI's strengths and limits, along with 4 unique human roles, at a scenario level.

🤖 AI Strengths

What AI is truly good at

To properly utilize AI, you first need to accurately know what AI does well.

🤖 Core Strength Areas of AI
① Pattern Recognition — Finding patterns in millions of data points with a speed and accuracy that overwhelms humans.
Ex: Cancer detection in CT/MRI, fraud transaction detection, language translation

② Repetitive Processing — Infinitely repeating identical tasks 24/7 without rest or errors.
Ex: Email spam filters, assembly lines, document classification

③ Optimization Calculation — Exploring optimal solutions considering complex variables.
Ex: Go/Chess optimal move calculation, logistics routing, portfolio optimization

④ Memory & Search — Perfectly storing massive data and searching instantly.
Ex: Legal precedent search, medical literature analysis
💡 Core Formula

AI is faster, more accurate, and cheaper than humans "within a given goal's scope." Conversely, setting the goal itself is something AI cannot do.

👤 Unique Human Roles

4 roles only humans can perform

No matter how advanced AI becomes, there are 4 core domains humans must lead.

👤 Human Domain
  • Set direction and goals
  • Create meaning and value
  • Build trust and relationships
  • Supervise and control AI
VS
🤖 AI Domain
  • Recognize patterns
  • Process data
  • Perform repetitive tasks
  • Calculate optimal solutions
🔑 Core Insight

If AI handles the "How", humans handle the "What", "Why", and "For Whom". These questions are the unique domain of humanity.

👤 Unique Human Role ①

Strategic Control — "What should we do?"

Strategic Control
🧭 Humans determine goals and direction
AI can find the optimal method within a given goal. However, AI cannot decide on its own "Which goal should we pursue?"
💡 Example
AI perfectly executes the command "Optimize this code." But determining "What product should our company build next?" requires human vision, values, and responsibility.
Real situations requiring strategic direction
• Deciding a company's business direction 5 years from now
• Setting priorities for new social policies
• Judging which values to protect during a crisis
• Defining "What product does the world need?"
🔑 Key Point

AI can determine "How well to go," but humans must decide "Where to go."

👤 Unique Human Role ②

Creative & Meaning — "Why is this important?"

Creative & Meaning
🎨 AI combines; humans create meaning
AI can combine existing patterns to create results that look new. But giving it true meaning as to "Why this is important" is a human domain.
💡 Example
AI can analyze thousands of songs and create a new melody. But making music with the intention of "giving hope to people suffering from war" is something only humans can do.
Areas where human creativity shines
• Original storytelling stemming from human emotion/experience
• Artworks containing cultural/historical context
• Creation of new philosophical concepts/ideas
• Innovation born from the will that "The world must change"
🔑 Key Point

No matter how sophisticated an AI creation is, the intent and meaning of "Why it must exist" comes from human consciousness.

👤 Unique Human Role ③

Trust & Relationship — "People want people"

Trust & Relationship
❤️ True empathy can only be delivered by humans
AI can pretend to empathize. But in crucial moments, people want genuine human empathy and trust. This desire won't change even as technology advances.
💡 Example
AI can say "I'm sorry to hear that" to a patient diagnosed with cancer. But the comfort is fundamentally different when a doctor holds their hand and looks them in the eye.
Areas where human relationships are crucial
• Psychological counseling and emotional healing
• Education — Inspiring student motivation and confidence
• Political leadership — Drawing out trust and dedication
• Resolving team conflict and building organizational culture
• Human comfort during crises
🔑 Key Point

AI responds 24/7, but people want the presence of a real person in the defining moments of life. This area cannot be replaced by AI.

👤 Unique Human Role ④

AI Supervision — "Guiding AI correctly"

AI Supervision
🔧 The more AI there is, the more human supervisors are needed
As AI systems spread, errors, bias, and ethical issues also increase. Discovering, correcting, and taking responsibility for these is a human role.
💡 Real Case
In 2019, an Amazon AI hiring system was scrapped after it was found to discriminate against women. The AI couldn't detect this issue itself; human supervisors found it.
Tasks for AI Supervisors
• Detecting and correcting AI system bias/discrimination
• Reviewing the ethical validity of AI decisions
• Taking responsibility for damage caused by AI errors
• Controlling AI so it doesn't deviate from set goals
• Reflecting human values when designing AI systems
🔑 Key Point

AI cannot take responsibility. The final responsibility for all outcomes must absolutely be borne by humans. This is why AI supervisors must exist.

🤖 True Limits of AI

What AI absolutely cannot do

Knowing AI's limits is the starting point of strategy, not fear.

🎯
Cannot Set Goals
AI cannot decide "what to do" on its own. A human must always provide the goal.
💡
No True Creativity
AI merely combines existing patterns. It has no intent or meaning regarding "why this is made."
❤️
No Real Emotion
AI can mimic emotion but doesn't actually feel it. True empathy and love are impossible.
⚖️
No Moral Judgment
AI cannot inherently judge what is right or wrong, or what to choose in a clash of values.
🤝
Cannot Build True Trust
We cannot become an "us" with AI. Trust based on shared experience, vulnerability, and mutual responsibility is solely human.
🔮
Cannot Accept Responsibility
AI cannot take responsibility for results because it cannot be a subject of legal or moral liability.
🎯 Conclusion

AI's limits = Human opportunities. In any domain requiring goals, meaning, relationships, or responsibility, humans are fundamentally superior to AI.

🎭 Scenario Judgment

Real-life Situations, Human vs. AI — Who does it better?

Read each scenario and judge for yourself first. Then click to reveal the answer!

🔑 Core Keywords

Intermediate Level 1 Core Keywords

Strategic Control
The unique human role of deciding what goals to pursue. AI cannot set its own goals.
Creativity vs. Combination
Humans create meaning, while AI combines existing patterns.
True Empathy
The unique human emotional connection people want during crucial life moments.
AI Supervision & Ethics
The human role of detecting, correcting, and taking responsibility for AI errors/bias.
Value-based Judgment
The human moral ability to decide what is right and which values to prioritize.
In-goal Optimization
The domain where AI is faster and more accurate than humans within a given goal's scope.
✏️ Mini Quiz
Q1. What is the core meaning of "AI cannot set goals"?
Q2. What is the core reason comforting a cancer patient is a human domain?
✅ Test Readiness Checklist

Click to check the items once you understand them.

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