Integrated Self-Directed Mastery System¶
What you will develop¶
Run a 12-week self-directed program that demonstrably changes retained capability and survives tool/model changes.
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
- Metacognition, Calibration & Error Monitoring
- Motivation, Goals, Habits & Self-Regulation
- Emotion, Stress, Sleep & Performance
- Perception, Motor Learning & Embodied Skill
- Creativity, Analogy, Exploration & Problem Finding
- Social Learning, Teaching, Mentorship & Collective Cognition
- Development, Identity & Lifespan Learning
- Judgment Under Bounded Cognition
- Human–AI Cognition, Trust & Delegation
Study and practice¶
This is a study outline. A complete practice sequence is not yet available.
- personal curriculum
- knowledge system
- goal review
- practice portfolio
- feedback loops
- AI policy
- renewal
Personal curriculum design¶
Reconstruct -> apply -> perturb -> measure -> defend.
Knowledge / external-memory architecture¶
Reconstruct -> apply -> perturb -> measure -> defend.
Practice portfolio & review cadence¶
Reconstruct -> apply -> perturb -> measure -> defend.
Tool-model change, renewal & long-horizon mastery¶
Reconstruct -> apply -> perturb -> measure -> defend.
Intended demonstration¶
12-week mastery dossier + delayed exam + public 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.
Continue¶
Build on
- 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
- Metacognition, Calibration & Error Monitoring
- Motivation, Goals, Habits & Self-Regulation
- Emotion, Stress, Sleep & Performance
- Perception, Motor Learning & Embodied Skill
- Creativity, Analogy, Exploration & Problem Finding
- Social Learning, Teaching, Mentorship & Collective Cognition
- Development, Identity & Lifespan Learning
- Judgment Under Bounded Cognition
- Human–AI Cognition, Trust & Delegation
This subject
Integrated Self-Directed Mastery System
Opens into
No subsequent dependency is recorded. This does not imply an endpoint.
Connections above reflect recorded prerequisites, not a compulsory calendar.
Integrated practice | Choose a study route
Record and evidence
Stable reference: ML16. Documentary availability is not learner mastery.