Metacognition, Calibration & Error Monitoring¶

Learning to learn

What you will develop¶

Track what you know, do not know, and which strategy should change after evidence.

Before you begin¶

Recorded prerequisites:

• Learning as a Measurable System
• Attention, Working Memory & Cognitive Load
• Long-Term Memory, Schemas & Retrieval
• Practice: Retrieval, Spacing, Interleaving & Feedback
• Mental Models, Representation & Transfer
• Expertise, Deliberate Practice & Tacit Knowledge

Study and practice¶

This is a study outline. A complete practice sequence is not yet available.

• confidence
• calibration
• monitoring
• strategy choice
• error detection
• stopping rules

Confidence calibration¶

Reconstruct -> apply -> perturb -> measure -> defend.

Error monitoring & anomaly detection¶

Reconstruct -> apply -> perturb -> measure -> defend.

Strategy selection & stopping rules¶

Reconstruct -> apply -> perturb -> measure -> defend.

Reflection, postmortems & belief revision¶

Reconstruct -> apply -> perturb -> measure -> defend.

Intended demonstration¶

Confidence ledger + Brier/calibration review + oral defense

This describes the intended standard, not a validated assessment or a claim of mastery.

Reading options¶

Assigned readings, where available, appear in the practice sequence above. These additional recommendations are not all required reading.

• How People Learn II: Learners, Contexts, and Cultures

Continue¶

Connections above reflect recorded prerequisites, not a compulsory calendar.

Integrated practice | Choose a study route