Learning to learn¶
Supporting practice
How do I become more capable of independent learning?¶
Investigate attention, memory, practice, motivation and judgment. Use evidence of retention and transfer rather than familiarity or confidence alone.
Starting points¶
Choose an entry that fits your preparation. This is not a mandatory sequence.
- Learning as a Measurable System. Study and practice.
- Practice: Retrieval, Spacing, Interleaving & Feedback. Study outline.
- Metacognition, Calibration & Error Monitoring. Study outline.
Subjects¶
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Learning as a Measurable SystemPractice available
Define a learnable capability, baseline it, choose evidence, and distinguish performance today from retained transferable learning.
Preparation: No subject prerequisite recorded.
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Attention, Working Memory & Cognitive LoadOutline
Design environments and representations that respect limited attention and working memory.
Preparation: Learning as a Measurable System
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Long-Term Memory, Schemas & RetrievalOutline
Build durable, organized knowledge that can be retrieved without the original context or tool.
Preparation: Learning as a Measurable System; Attention, Working Memory & Cognitive Load
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Practice: Retrieval, Spacing, Interleaving & FeedbackOutline
Construct a practice schedule that produces durable performance and detects illusions of fluency.
Preparation: Learning as a Measurable System; Attention, Working Memory & Cognitive Load; Long-Term Memory, Schemas & Retrieval
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Mental Models, Representation & TransferOutline
Choose representations that reveal mechanism and transfer a model to an unfamiliar domain.
Preparation: Attention, Working Memory & Cognitive Load; Long-Term Memory, Schemas & Retrieval; Practice: Retrieval, Spacing, Interleaving & Feedback
How People Learn II: Learners, Contexts, and Cultures
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Expertise, Deliberate Practice & Tacit KnowledgeOutline
Decompose expert performance, practice bottlenecks, and know when rules must become fluid rather than rigid.
Preparation: Long-Term Memory, Schemas & Retrieval; Practice: Retrieval, Spacing, Interleaving & Feedback; Mental Models, Representation & Transfer
The Cambridge Handbook of Expertise and Expert Performance, 2nd ed.
Open resource · Reading detailsHow People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Metacognition, Calibration & Error MonitoringOutline
Track what you know, do not know, and which strategy should change after evidence.
Preparation: 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
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Motivation, Goals, Habits & Self-RegulationOutline
Build routines that sustain difficult learning and revise goals without self-deception.
Preparation: 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
Self-Determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness
Open resource · Reading details -
Emotion, Stress, Sleep & PerformanceOutline
Recognize how state changes cognition and design work/learning around physiological constraints.
Preparation: 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
Self-Determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness
Open resource · Reading detailsThe Oxford Handbook of Sleep and Sleep Disorders, 2nd ed.
Open resource · Reading details -
Perception, Motor Learning & Embodied SkillOutline
Acquire and refine a physical skill through observation, practice, feedback, and adaptation.
Preparation: Attention, Working Memory & Cognitive Load; Long-Term Memory, Schemas & Retrieval; Practice: Retrieval, Spacing, Interleaving & Feedback; Mental Models, Representation & Transfer; Expertise, Deliberate Practice & Tacit Knowledge
Motor Control and Learning, 6th ed.: A Behavioral Emphasis
Open resource · Reading details -
Creativity, Analogy, Exploration & Problem FindingOutline
Generate diverse possibilities, identify promising anomalies, and choose questions worth pursuing.
Preparation: Long-Term Memory, Schemas & Retrieval; Practice: Retrieval, Spacing, Interleaving & Feedback; Mental Models, Representation & Transfer; Expertise, Deliberate Practice & Tacit Knowledge; Metacognition, Calibration & Error Monitoring
Explaining Creativity: The Science of Human Innovation, 3rd ed.
Open resource · Reading details -
Social Learning, Teaching, Mentorship & Collective CognitionOutline
Learn by teaching, use others' expertise, give useful feedback, and build teams that think better than isolated members.
Preparation: 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
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Development, Identity & Lifespan LearningOutline
Adapt learning environments and expectations to developmental stage, identity, culture, and changing capacity.
Preparation: 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
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Judgment Under Bounded CognitionOutline
Predict recurring human judgment failures and design checks that outperform willpower alone.
Preparation: Long-Term Memory, Schemas & Retrieval; Practice: Retrieval, Spacing, Interleaving & Feedback; Mental Models, Representation & Transfer; Expertise, Deliberate Practice & Tacit Knowledge; Metacognition, Calibration & Error Monitoring
How People Learn II: Learners, Contexts, and Cultures
Open resource · Reading detailsJudgment under Uncertainty: Heuristics and Biases
Open resource · Reading details -
Human–AI Cognition, Trust & DelegationOutline
Use AI to extend thought while preserving learning, ownership, and calibrated trust.
Preparation: 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
The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects
Open resource · Reading detailsOECD Digital Education Outlook 2026
Open resource · Reading detailsHow People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details -
Integrated Self-Directed Mastery SystemOutline
Run a 12-week self-directed program that demonstrably changes retained capability and survives tool/model changes.
Preparation: 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
OECD Digital Education Outlook 2026
Open resource · Reading detailsHow People Learn II: Learners, Contexts, and Cultures
Open resource · Reading details
Bring it together¶
A shared-resource inquiry brings mechanisms, institutions, judgment and representation into one piece of work.