Periagoge
Course

AI Fundamentals: A Deeper Look: Go deeper into how AI systems are trained, where they fail, and what tradeoffs engineers face when building them. This layered exploration helps you move beyond surface-level understanding to genuine insight about how modern AI actually works.

Master the hidden mechanics of AI systems. Explore how they're trained, where they fail, and the tradeoffs shaping modern technology.

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Concepts in this course
Concept
AI Confidence Calibration: Reading Between the Lines
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AI Confidence vs. AI Accuracy: A Critical Distinction
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AI Feedback Loops: Coaching AI to Improve
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AI Feedback Loops: Using Output to Improve Input
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AI Handoff Notes: Preserving Context Between Sessions
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Hypatia
Daily Life & Decisions
Hypatia guides you through this course personally — adapting to your situation, not a script.