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Artificial Intelligence Basics

AI Mastery

Advanced judgment in designing intelligent systems: recognizing limits, calibrating decisions, and avoiding compounding errors.
Goal:
Learn how to integrate AI concepts into intelligent system design.
3Lessons
6Micro-lessons
AdvancedDifficulty
Lesson 1

Ambiguity in AI System Boundaries

How unclear boundaries lead to subtle failures and demand restraint.
Start2 Micro-lessons

Micro lesson 1
Boundary Overlap: When Systems Interfere
Micro lesson 2
Ambiguous Inputs: Unclear Data, Unclear Outcomes
Lesson 2

Optimization Trade-offs and Nonlinear Effects

Judging when optimization causes harm and recognizing compounding risks.
Start2 Micro-lessons

Micro lesson 1
Optimization Blind Spots: Overfitting and Hidden Costs
Micro lesson 2
Nonlinear Feedback: Small Changes, Large Consequences
Lesson 3

Scaling, Degradation, and Rare Failures

Calibrating decisions under stress and uncertainty in large-scale AI.
Start2 Micro-lessons

Micro lesson 1
Scaling Stress: When More Means Worse
Micro lesson 2
Rare Failures: Preparing for the Unseen