Periagoge
Course

AI Fundamentals: Start with the building blocks: what machine learning actually does, how neural networks think differently than traditional programs, and why the hype matters less than understanding the mechanics. You'll move from vague notions of "AI" to a solid grasp of what these systems can and cannot do.

Discover how machine learning and neural networks actually work beyond the hype. Build genuine understanding of AI's real capabilities and limitations.

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Concepts in this course
Concept
AI Confidence Calibration: Reading Between the Lines
Concept
AI Confidence vs. AI Accuracy: A Critical Distinction
Concept
AI Feedback Loops: Coaching AI to Improve
Concept
AI Feedback Loops: Using Output to Improve Input
Concept
AI Handoff Notes: Preserving Context Between Sessions
Part of these journeys
Journey
Who Are You Really: Examined Self, Moral Courage, Sacred Longing
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Hypatia
Daily Life & Decisions
Hypatia guides you through this course personally — adapting to your situation, not a script.