EDUCATION

EDUCATION

Example

SPECIFICATION

Specification

EDUCATION = EDUCATIONAL_STANDARD × CANONIC = Structure(education) × (C1, C2, Temporal, Relational, C5, C6)

Lattice: 6 governance checks = ENTERPRISE (#63)

DIMENSIONAL MAPPING

Dimensional Mapping

DimensionBitEducational Governance
C1privateLearning objectives — no instruction without verified curriculum alignment
C2privateAssessment evidence — student work and test results as immutable proof of learning
T (Temporal)4Academic calendar timing — semesters, enrollment periods, accreditation cycles
R (Relational)8Enrollment boundaries — student-institution relationships, FERPA access controls
C5privateInstructional operations — governed course delivery, assessment administration
C6privateInstitutional structure — accreditation standards, credential frameworks, degree requirements
SIL-TO-MAGIC TIER MAPPING

SIL-to-MAGIC Tier Mapping

SILRiskMAGIC TierBitsGovernance
SIL 1NegligibleCOMMUNITY#35Basic course delivery, informal learning
SIL 2MarginalBUSINESS#43Formal assessment, grade reporting
SIL 3CriticalENTERPRISE#63Accredited programs, credential issuance
SIL 4CatastrophicAGENT#127Medical/legal education (licensure-gated), high-stakes assessment
SUBDOMAINS

Subdomains

K-12

`` Standard: Common Core (CCSS), NGSS, State Standards (TEKS, SOL), ESSA (Every Student Succeeds Act) SIL Range: SIL 1-2 Governance: BUSINESS (#43) minimum Application: Elementary, middle, high school — standards-aligned instruction, standardized testing Key Systems: SIS (Student Information System), LMS, assessment platforms, Ed-Fi data exchange Innovation: MAGIC checkset governs standards alignment, IEP (Individualized Education Program) compliance `

Higher Education

` Standard: Regional accreditors (SACSCOC, HLC, WASC, NWCCU, NECHE, MSCHE), FERPA SIL Range: SIL 2-3 Governance: ENTERPRISE (#63) Application: Undergraduate, graduate, doctoral programs — degree conferral, financial aid Key Systems: SIS (Banner, PeopleSoft, Workday), LMS, PESC transcript exchange, IPEDS reporting Innovation: MAGIC checkset governs accreditation evidence, credential verification, transfer articulation `

Professional / Continuing Education

` Standard: IACET (International Accreditors for Continuing Education and Training), ANSI/IACET 1 SIL Range: SIL 2-3 Governance: ENTERPRISE (#63) for licensure-required CE Application: CEU (Continuing Education Units), professional development, licensure maintenance Key Systems: CE tracking platforms, professional licensing boards, badge/certificate issuance Innovation: MAGIC checkset governs CE hour evidence, license renewal compliance, competency verification `

Corporate Training

` Standard: SCORM, xAPI, cmi5, ISO 29990 (Learning Services), ATD (Association for Talent Development) SIL Range: SIL 1-2 Governance: BUSINESS (#43) minimum Application: Employee onboarding, compliance training, skill development, leadership programs Key Systems: Enterprise LMS (Cornerstone, SAP SuccessFactors), LXP, LRS, talent management Innovation: MAGIC checkset governs mandatory compliance training evidence, competency gap analysis `

Medical Education

` Standard: LCME (Liaison Committee on Medical Education), ACGME (residency), USMLE/COMLEX SIL Range: SIL 3-4 Governance: AGENT (#127) for licensure-gated competencies Application: Medical school, residency, fellowship, CME — patient safety outcomes Key Systems: NBME assessments, EPA (Entrustable Professional Activities), competency milestones Innovation: MAGIC checkset governs clinical competency evidence, procedure logs, patient encounter verification `

Online / Distance Education

` Standard: C-RAC Guidelines, QM (Quality Matters) rubric, OLC (Online Learning Consortium) SIL Range: SIL 1-3 Governance: BUSINESS (#43) to ENTERPRISE (#63) Application: Fully online, hybrid/blended, HyFlex — asynchronous and synchronous delivery Key Systems: LMS, video conferencing, proctoring platforms, LTI-integrated tools Innovation: MAGIC checkset governs identity verification, assessment integrity, engagement evidence ``

REGULATORY LANDSCAPE

Regulatory Landscape

StandardScopeGovernance
FERPA (20 USC 1232g)Student privacy, educational recordsENTERPRISE (#63)
COPPA (15 USC 6501)Children's online privacy (< 13)ENTERPRISE (#63)
Common Core (CCSS)K-12 ELA and Mathematics standardsBUSINESS (#43)
NGSSK-12 Science standardsBUSINESS (#43)
SACSCOC/HLC/WASC/NWCCUInstitutional accreditationENTERPRISE (#63)
ABETEngineering/computing program accreditationENTERPRISE (#63)
LCMEMedical education accreditationAGENT (#127)
SCORM / xAPILearning content and activity standardsBUSINESS (#43)
IMS LTI 1.3Tool interoperabilityBUSINESS (#43)
W3C Verifiable CredentialsDigital credential verificationENTERPRISE (#63)
PRIOR ART LANDSCAPE

Prior Art Landscape

Gap: No existing system provides governance-gated educational operations with O(1) bitwise compliance checking across curriculum alignment, assessment integrity, accreditation evidence, and credential verification.

CompetitorApproachMAGIC checkset Distinction
Coursera / edXMOOC content delivery, certificatesContent platform only, no governance-gated assessment, no bitwise compliance
Canvas (Instructure)LMS with LTI integrationLearning management, no governance framework, no accreditation compliance engine
Credly (Pearson)Digital badge issuance (Open Badges)Badge issuance and verification, no governed assessment evidence chain
Blackboard (Anthology)LMS + SIS + analyticsAdministrative platform, no bitwise governance, no standards transcompilation
Parchment (Instructure)Digital transcript exchangeDocument delivery, no governance language, no verifiable credential framework
PATENT MAPPING

Patent Mapping

PROVRelevanceClaims
PROV-004PRIMARYTranscompilation of curriculum standards (CCSS, NGSS, ABET) to governed executables
PROV-005SecondaryEducator and institutional credentialing, accreditation evidence governance
PROV-003SupportingFederated learning models across institutions, transfer articulation
PROV-001FoundationalMAGIC private-check encoding for educational governance verification
PROV-002SupportingCOIN=WORK for credential attestation, CEU evidence
CROSS-DOMAIN COMPOSITIONS

Cross-Domain Compositions

EDUCATION × MEDICINE = Medical education (LCME + ACGME + clinical competency) EDUCATION × QUALITY = Training governance, workforce qualification (ISO 29990 + ISO 9001) EDUCATION × DEFENSE = Military training, PME (ABET + MIL-STD + JPME) EDUCATION × GENOMICS = Bioinformatics education, genomics curriculum (NGSS + sequencing) EDUCATION × FINANCE = Financial literacy, business education (AACSB + CFA/CPA standards) EDUCATION × ROBOTICS = STEM education, robotics curriculum (NGSS + ISO 10218) EDUCATION × AGRICULTURE = Agricultural education, extension services (USDA + land-grant) EDUCATION × ENERGY = Nuclear engineering education, power systems curriculum (NRC + ABET) EDUCATION × LOGISTICS = Supply chain management education (APICS/ASCM + accreditation) EDUCATION × SECURITY = Cybersecurity education, CAE designation (NSA/DHS + ABET)

10 cross-domain compositions. Each strengthens PROV-004 and PROV-005 patent claims.

AXIOMS

Axioms

1. Learner Privacy

Student educational records MUST be protected under FERPA. No disclosure without consent or qualifying exception.

Example: A parent requests their 16-year-old’s transcript. Under FERPA, parents of dependents have access. But if the student is at a postsecondary institution, the right transfers to the student. The system MUST enforce the correct access rule based on institution type and student age.

2. Accreditation Integrity

Academic programs MUST meet accreditation standards. No credential without accredited program completion.

Example: A nursing program accredited by CCNE MUST demonstrate: qualified faculty (doctoral preparation), clinical placement hours (minimum 720), NCLEX pass rate (≥80%), and program outcomes assessment. Loss of accreditation = graduates cannot sit for licensure. The evidence chain MUST be continuous.

3. Assessment Validity

Assessments MUST measure what they claim to measure. Evidence of validity MUST be documented.

Example: A high-stakes medical licensing exam (USMLE Step 1) MUST demonstrate: content validity (blueprint matches practice), reliability (Cronbach’s alpha ≥ 0.90), standard setting (Angoff method with panel), and fairness analysis (DIF studies across demographics). The score interpretation MUST be justified.

4. Credential Portability

Academic credentials MUST be transferable and verifiable across institutions and jurisdictions.

Example: A student transfers from a community college to a university. The community college transcript (PESC XML format) MUST carry: course identifiers, credit hours, grades, and accreditation status. The receiving institution evaluates per its articulation agreement. Credits MUST NOT disappear in transfer.

5. Accessibility Compliance

Educational content and technology MUST be accessible to students with disabilities. No barrier to participation.

Example: An online course MUST meet WCAG 2.1 AA: videos have captions, images have alt text, navigation is keyboard-accessible, color is not the sole indicator. An LMS that fails accessibility = ADA Section 504 violation. The institution is liable regardless of vendor.

EXAMPLES

Examples

`` DECLARE(Accreditation) = SACSCOC × CANONIC

Where: SACSCOC provides Structure: - Core Requirements (12 standards) - Comprehensive Standards (14 standards) - Federal Requirements (4 standards) - Quality Enhancement Plan (QEP) - Institutional assessment

CANONIC provides Governance: - C1: Mission and quality claims - C2: Assessment evidence (student outcomes, program review) - Temporal: 10-year cycle, 5th-year interim report - Relational: Institution/program/state/federal jurisdiction - C5: Academic operations (curriculum, assessment, faculty) - C6: SACSCOC/FERPA/ADA conformance

Result: Accreditation = ENTERPRISE (#63)

Accreditation Lifecycle: Self-Study — Compliance certification completed Visit — On-site review Act — Board action (affirm/warn/sanction) Maintain — Continuous compliance, interim reports `

` DECLARE(MedicalEducationCompetency) = LCME × CANONIC

Where: LCME provides Structure: - 12 accreditation standards, 93 elements - Entrustable Professional Activities (EPAs) - ACGME Core Competencies (6) - Clinical experience requirements - Assessment milestones

CANONIC provides Governance: - C1: Competency claims per EPA - C2: Assessment evidence (EPA ratings, procedure logs, USMLE scores) - Temporal: 4-year curriculum timeline, milestone assessments - Relational: Medical school/hospital/accreditor/licensing board boundaries - C5: Clinical operations (supervision, procedure performance) - C6: LCME/ACGME/NBME conformance

Result: MedicalEducationCompetency = AGENT (#127)

Competency Lifecycle: Pre-Clinical — Foundational science curriculum Clinical — Clerkship rotations, clinical exposure Assess — EPA evaluations, USMLE Steps 1-2 Graduate — MD conferred, ECFMG certified License — State medical license, board certification ``

VALIDATORS

Validators

ValidatorChecksExample Failure
C1Learning objectives and program claims declaredCourse without learning outcomes
C2Assessment evidence and student outcomes documentedDegree conferred without assessment
TemporalAcademic calendar, accreditation cycle, enrollment periodsAccreditation lapsed without interim report
RelationalStudent-institution relationship, FERPA access, transfer articulationTranscript disclosed without consent
C5Academic operations executed (instruction, assessment, advising)Grade submitted without assessment evidence
C6Accreditation/FERPA/WCAG conformance validatedLMS failing accessibility standards
APPLICATION

Application

To create a CANONIC education vertical:

Identify educational domain (K-12, higher ed, professional, corporate, medical, online) Determine accreditation level and map to MAGIC tier Create scope with CANON.md inheriting /EDUCATION/ Define learning outcome claims per accreditation standards Map to regulatory framework (FERPA, accreditor standards, ADA Section 504) Implement validators for assessment evidence, credential integrity, privacy compliance Document coverage with program evidence

Result: Owned education vertical with accreditation-governed, privacy-protected operations.

*EDUCATION SPECIFICATION VERTICALS INDUSTRIES*
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