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Artificial Intelligence Basics

AI Applications

Advanced judgment in deploying AI across industries. Focus on recognizing limits, trade-offs, and hidden risks.
Goal:
Learn how AI is applied across industries.
3Lessons
6Micro-lessons
AdvancedDifficulty
Lesson 1

Scaling AI: Hidden Friction

How scaling AI systems introduces subtle failures and delayed costs.
Start2 Micro-lessons

Micro lesson 1
Scaling Too Fast: Systemic Blind Spots
Micro lesson 2
Delayed Failure: When Early Wins Mislead
Lesson 2

AI in Decision-Making: Compounding Errors

Examining how AI amplifies human error and creates feedback loops.
Start2 Micro-lessons

Micro lesson 1
AI Amplifies Human Bias: Subtle Feedback
Micro lesson 2
Overconfidence in AI: Compounding Loss
Lesson 3

AI Ethics: When Restraint Prevents Harm

Identifying moments where not deploying AI is the wiser choice.
Start2 Micro-lessons

Micro lesson 1
Ethical Restraint: Knowing When Not to Deploy
Micro lesson 2
Long-Term Harm: Unseen Consequences