Definitionv1DF-289
Meta-schema
a schema about schemas, operating one level up from regular schemas to examine, evaluate, and improve the process by which schemas are formed, updated, and applied
Why This Is a Definition
This definition clearly names the term 'meta-schema', states its genus (a schema), and provides its differentia (operating one level up from regular schemas to examine the process of schema formation and application). It distinguishes meta-schemas from regular schemas and explains their function in recursive self-improvement, meeting all criteria for a precise definition.
Source Lessons
A meta-schema is a schema about schemas
You can build models of how your models work — this is the beginning of recursive self-improvement.
The recursive nature of meta-schemas
Meta-schemas are themselves schemas that can be inspected and improved.
Schema selection heuristics
You need rules for choosing which schema to apply in a given situation.
Connections
Defines (54)
AxiomTwo-Level Metacognitive ArchitectureAxiomExpertise as Domain-Specific Schema OrganizationAxiomBrain as Hierarchical Prediction MachineAxiomHierarchical Chunking Expands CapacityAxiomPiagetian Equilibration Through Schema DynamicsPrincipleApply the same tags to notes from different domains…PrincipleAccumulate atomic notes on a topic before attempting…PrincipleTreat digital workspace design as cognitive architecture…PrincipleUse version history to identify beliefs that have revised…PrincipleControl outcomes by designing the system within which…PrincipleWhen designing cognitive agents, examine the full pattern…PrincipleBuild self-efficacy for independent judgment through…PrincipleConduct periodic authority audits by listing every source…PrincipleUse the 'five whys' technique on any significant energy…PrincipleBreak decisions about changing priorities into discrete…PrincipleSelect tools based on how well they integrate…PrinciplePrioritize controllable cue types (time, location, precedingPrincipleConduct functional analysis before attempting extinction…PrincipleDesign experiments to produce intelligent failures—small…PrincipleMaintain a separate backlog for experimental ideas distinct…PrincipleFacilitate transfer recognition between identity domains…PrincipleWhen experiencing functional fixedness (locked onto one…PrincipleWeight emotional data more heavily in domains where…PrincipleAccumulate concrete counter-evidence through deliberately…PrincipleEmbed learning capacity into the system itself rather…PrincipleExternalize major life decisions and career narratives…PrincipleCompare your self-concept against your actual behavioral…PrincipleUse your suffering to help others as one source of meaning…PrincipleDesign team interaction patterns explicitly rather…PrinciplePeriodically surface process schemas by extracting embedded…PrincipleDefine explicit escalation criteria specifying…PrincipleLeverage tacit team knowledge about individual strengths…PrincipleAggregate predictions by confidence level and compare statedPrincipleCollect structured peer feedback from five diverse…PrincipleBefore proposing the removal of any inherited system…PrincipleFrame goals at the identity level ('become a person who X')…PrincipleDocument not only what tools you use but the complete…PrincipleTest AI interactions for cognitive extension versus…PrincipleWhen formal and intuitive schemas produce conflicting…PrincipleTest each candidate classification dimension by asking…PrincipleWhen presenting complex information to diverse audiences…PrincipleExpect a second wave of discomfort after initial schema…PrincipleMeasure the quality of any personal development practice…PrincipleMatch schema selection to error cost structurePrincipleMatch schemas to domain structurePrincipleWhen learning effort fails repeatedly, question your schema…PrincipleDesign systems based on Theory Y assumptions (people seek…PrincipleBuild bridges between schemas that preserve each schema's…PrincipleVerify that integrated frameworks generate novel predictionsPrinciplePrioritize recovering meta-schemas (patterns of thinking…PrincipleApplying a single decision process across structurally…PrincipleWhen two cognitive agents both claim authority over the samePrincipleAllocate attention only to tasks where your unique judgment…PrincipleSpecify every delegation with five components