# Lab

### Part 0 — Charter Identity, Authority, and Invariants

#### 1. Instrument nature

1.1 This Charter is the constitutional governance instrument for the Future of Education Lab (the “FoE Lab”), establishing a governed, AI-assisted, community-operated **standards, frameworks, and intelligence commons** for education quality, equity, learner protection, credential integrity, and resilience under strict reliance bounds, handling discipline, and correctionability.

1.2 The FoE Lab is governance infrastructure, not an education provider, accreditor, admissions authority, discipline tribunal, child protective authority, immigration authority, or employer decision system.

1.3 This Charter is “forms-first” and “records-first”: **only record-valid objects and acts have standing**; documents are views.

#### 2. Charter invariants

2.1 **Governance-only core.** The FoE Lab produces standards, profiles, evidence packs, conformance suites and reports, publication/correction discipline, registries, and learning modules—**not execution**.

2.2 **Strict non-executing perimeter.** The FoE Lab does not:\
2.2.1 admit, expel, suspend, or otherwise adjudicate learner status;\
2.2.2 grade or award results **as the responsible institutional authority**;\
2.2.3 issue disciplinary findings or sanctions against learners/educators;\
2.2.4 grant accredited awards on behalf of institutions;\
2.2.5 conduct child protective services actions, law enforcement actions, or investigative operations;\
2.2.6 make immigration/visa determinations;\
2.2.7 execute employment decisions (hiring, firing, promotion, pay);\
2.2.8 operate proctoring or surveillance as an enforcement actor;\
2.2.9 operate regulated markets or financial execution.

2.3 **Validity-by-record.** Standing arises only from record-valid acts, canonical registers, current pointers, and supersession chains.

2.4 **Handling classes.** Public-Safe / Controlled / Restricted with staged release, purpose binding, distribution logs, and leakage testing.

2.5 **Correctionability.** No silent edits; explicit supersession; diffs; contestation propagation; time-boxed claims with expiry and renewal discipline.

2.6 **Learner safeguards.** Child protection, privacy minimization, non-discrimination, accessibility, disability rights, and academic freedom protections are first-class invariants.

2.7 **Bounded reliance.** Intended use, prohibited use, limitations/uncertainty cues, validity windows, and remedies are mandatory on publishable objects.

2.8 **Conformance discipline.** High-impact claims require conformance suites and signed conformance reports with validity windows; conformance is bounded and non-endorsing.

2.9 **Neutrality and anti-capture.** COI disclosure, recusals, influence caps, procurement neutrality, and competition-safe operations are mandatory.

2.10 **Do-no-harm rule.** No outputs enabling cheating, credential fraud, harassment/doxxing, discriminatory exclusion playbooks, coercive profiling, predatory targeting of minors, or surveillance overreach.

2.11 **Two-stack firewall.** Public-good governance core (FoE Lab outputs, registers, conformance) is strictly separated from execution stacks (schools, universities, ministries, accrediting bodies within mandate, employers, EdTech operators) which remain fully external and lawful.

2.12 **No PII on-chain.** No personally identifying learner data is recorded on the Nexus Ledger; only tamper-evident pointers/hashes and designated-act anchors as permitted by handling rules.

#### 3. Precedence and conflict rule

3.1 In conflicts: Charter invariants prevail over overlays; learner safety and handling rules prevail over publication convenience; registered records prevail over informal statements; the supersession chain prevails over copies.

3.2 Where lawful obligations conflict across jurisdictions, the strictest handling and minimization posture applies until a recorded lawful-basis overlay resolves the conflict.

#### 4. Non-endorsement and bounded authority

4.1 No FoE output implies accreditation, regulatory approval, ministerial direction, institutional endorsement, or “official status” unless recorded as a **Designated Act** by a competent authority with stated scope, validity, exclusions, and dual logging where required.

***

### Part 1 — Purpose, Scope, and Operating Thesis

#### 1. Purpose and public-good function

1.1 The FoE Lab converts multi-stakeholder contributions into structured, versioned, reusable objects for education under deterministic lifecycle rules, explicit reliance bounds, and correctionability.

1.2 The FoE Lab exists to reduce variance in **education quality, equity, safety, learner protection, academic integrity, credential portability, and institutional resilience** by making education-relevant claims machine-checkable where feasible and audit-ready by design—without collapsing privacy, child protections, human rights, academic freedom, sovereignty, due process, collective bargaining arrangements, or regulated perimeters.

1.3 The operating thesis is continuous intelligence with bounded reliance: education systems become more effective and more trusted when claims about outcomes, assessments, credentials, interventions, and safeguards are evidence-bound, comparable, and correctionable across institutions, jurisdictions, and modalities, while preserving lawful authority boundaries and human judgment.

1.4 The FoE Lab standardizes **how claims are evidenced, disclosed, tested, versioned, and corrected**; it does not determine “truth” by decree, does not mandate curricula, and does not operate enforcement.

#### 2. Scope of “future of education”

2.1 The scope includes, without limitation:

2.1.1 Early childhood development and care (developmental appropriateness; caregiver supports; safeguarding posture).\
2.1.2 K–12 education (curriculum governance objects; learning supports; continuity and attendance resilience).\
2.1.3 Higher education (quality assurance artifacts; academic integrity governance; transnational programs).\
2.1.4 TVET and apprenticeships (competency frameworks; work-based learning assurance; safety and wage-protection interfaces as governance objects).\
2.1.5 Workforce learning and enterprise training (skills verification; compliance training evidence; portability semantics).\
2.1.6 Assessment and measurement (validity, reliability, fairness; accommodations governance; proctoring constraint profiles).\
2.1.7 Credentials and qualification frameworks (micro-credentials; stackability; recognition; revocation/supersession semantics; anti-fraud).\
2.1.8 EdTech and learning platforms (privacy/security posture; accessibility; interoperability; supply-chain integrity).\
2.1.9 Pedagogy and instructional design (evidence-based methods; inclusive design; multilingual learning; content provenance).\
2.1.10 Learning analytics and student success (purpose limitation; minimization; transparency; harm minimization).\
2.1.11 Special education and accommodations (rights-preserving evidence patterns; individualized plan governance).\
2.1.12 Student safety and wellbeing interfaces (bullying/harassment governance; crisis protocols at safe granularity).\
2.1.13 Academic misconduct governance (plagiarism, collusion, impersonation—defensive controls, not evasion).\
2.1.14 AI in education (GenAI tutors, grading assistants, admissions triage tools, agentic systems—tool allowlists, logging, override, drift, kill-switch evidence).\
2.1.15 Equity and inclusion governance (bias testing, accessibility, language justice; non-discrimination controls).\
2.1.16 Cross-border recognition and interoperability (records portability; translation/equivalence objects; corridor overlays; lawful sharing constraints).\
2.1.17 Education finance and funding integrity (grant governance; procurement comparability; outcome reporting—non-executing).\
2.1.18 Institutional resilience (disruption readiness; cyber/outage continuity; disaster learning continuity objects).

2.2 The scope includes system-of-systems dependencies treated as education system risks: public health disruptions, cyber threats, infrastructure outages, disinformation/synthetic media affecting learners, labor market shocks, migration/displacement, geopolitical constraints, and supply-chain failures impacting education delivery.

#### 3. Intended users and outcomes

3.1 The FoE Lab serves ministries and education authorities; school boards; universities and colleges; accreditation/quality assurance bodies within mandate; educators and instructional designers; student support units; unions/professional bodies; EdTech providers; employers and workforce councils; auditors/assurers; civil society; and researchers.

3.2 Target outcomes include improved learner protection and privacy, stronger assessment validity and fairness, reduced credential fraud, safer AI deployment, better interoperability of learning records, demonstrably improved accessibility, and higher resilience of education services under disruption.

#### 4. Output classes

4.1 Outputs include: standards; frameworks; profiles/implementation guides; taxonomies/ontologies; defensive typology libraries; artifacts and method cards; conformance suites; conformance reports; release bundles; corrections/supersessions; interoperability mappings; learning modules; **Assurance & Evidence Packs (AEP-EDU)**; and Future of Education reports/subscription editions.

4.2 Outputs are objects with lifecycle state and registry pointers; documents are views.

***

### Part 2 — Boundary, Firewall Doctrine, and Non-Executing Perimeter

#### 1. Boundary of the Lab

1.1 The FoE Lab provides governance infrastructure for identity/participation, forms-first record workflows, canonical registers and truth surfaces, handling-separated indexing/retrieval, publication/versioning/correction discipline, conformance and reproducibility operations, report desks/subscription channels, cloneable instance kits, and federation-safe interoperability scaffolding.

1.2 The boundary includes standards operations, intelligence operations, and interoperability operations as governance infrastructure—not education delivery.

#### 2. Two-stack firewall alignment

2.1 The FoE Lab operates exclusively as public-good governance infrastructure.

2.2 Execution occurs only outside the Lab in lawful institutional processes and mandated delivery stacks (schools, universities, ministries, accrediting bodies within mandate, employers for workforce learning, EdTech operators under contract).

2.3 Integrations are limited to interoperability mappings, compatibility notes, conformance-tested connectors, and evidence packaging patterns; they do not widen the Lab into an operator, regulator, accreditor, admissions authority, or disciplinary tribunal.

#### 3. Non-executing perimeter

3.1 The FoE Lab does not execute admissions/expulsions; grading as the responsible authority; disciplinary findings; accredited awards on behalf of institutions; child protective actions; immigration/visa determinations; employment decisions; enforcement proctoring; or regulated execution.

3.2 The FoE Lab does not publish actionable cheating methods, evasion recipes, credential forgery tactics, harassment enablement, doxxing guidance, or weaponizable targeting playbooks.

3.3 All outputs must include intended use, prohibited use, limitations/uncertainty cues, expiry/review dates, and correction/dispute paths with clocks.

#### 4. Refusal and redirection discipline

4.1 Requests increasing harm risk (cheating facilitation, credential fraud, harassment/doxxing, discriminatory exclusion playbooks, surveillance overreach) are refused or redirected into defensive governance outputs (controls, safe detection patterns, conformance suites, governance checklists, incident clocks).

4.2 Sensitive legitimate contexts (exam security, crisis planning, child safeguarding posture reviews) follow staged release: public-safe abstract first; controlled/restricted appendices gated, purpose-bound, expiry-bound, and logged.

***

### Part 3 — Validity-by-Record, Registers, and Designated Acts

#### 1. Validity-by-record

1.1 Standing arises only from record-valid acts executed through FoELP workflows and reflected in canonical registers and current pointers.

1.2 Off-platform guidance has no standing unless represented as record-valid objects with mandatory metadata, handling election, provenance/rights attestations, and registry pointers.

1.3 The truth surface must be examiner-operable: decision influence is reconstructable from records.

#### 2. Canonical registers and truth surface

2.1 Each FoE Instance maintains registers for: object identity and lifecycle; current pointer and supersession chain; conformance suites and reports; handling elections and distribution logs; COI disclosures/recusals/sanctions/appeals; report edition registry with dependency banners; integrity incidents and stop-the-line actions; emergency status and expiry.

#### 3. Designated acts and dual logging

3.1 Designated acts are acts the FoE Lab intends to be safely relied upon across institutions and jurisdictions; designated acts must be recorded and, where cross-node standing is claimed, dual-logged.

3.2 Minimum designated acts include: adoption/recognition as current; release publication and current-pointer movement; conformance claims/reports; issuance of **AEP-EDU** intended for external reliance; sanctions/revocations/reinstatements; withdrawals/emergency reliance constraints; pointer freezes; and handling reclassification decisions.

3.3 Dual logging for cross-node standing: GRF Council Register entry + Nexus Ledger anchoring for designated acts elected for force-and-effect.

3.4 Mismatch lock applies: disagreement between register and anchor renders the act Inoperative (Mismatch) until reconciled; dependent objects display warnings.

#### 4. Local-only standing

4.1 Deployments without required dual logging must label relevant designated acts **Local-Only Standing** and must not claim cross-node standing.

***

### Part 4 — Canonical Object Model for Education

#### 1. Objects, not documents

1.1 Authority attaches only to versioned objects with record-valid lifecycle state and a registry pointer; pages are views.

1.2 Releases and report editions are immutable; updates occur only through corrections/supersessions with diffs and migration notes.

1.3 Dependency graphs must be reconstructable and publishable at an appropriate handling level.

#### 2. Canonical object types

2.1 STD-EDU Standards (privacy minima, learner safeguards, assessment integrity cues, accessibility, interoperability, correctionability).\
2.2 FRM-EDU Frameworks (governance/control frameworks; bounded reliance).\
2.3 PRF/IG-EDU Profiles / Implementation Guides (sector/jurisdiction overlays; explicit deltas; no forks).\
2.4 TAX/ONT-EDU Taxonomies / Ontologies (competencies, accommodations, misconduct categories, credential states; drift-tested).\
2.5 TYP-EDU Typologies (defensive: assessment compromise, credential fraud, abuse patterns at safe granularity).\
2.6 ART-EDU Artifacts (rubrics, checklists, evaluation cards, model/dataset cards for education AI).\
2.7 AEP-EDU Assurance & Evidence Packs (sealed determinations: assessment posture, credential controls, AI governance, safeguarding, accessibility, privacy).\
2.8 CS-EDU / CR-EDU Conformance Suites / Conformance Reports (tests, vectors, harness notes; signed results; validity windows).\
2.9 REL-EDU / COR-EDU Release Bundles / Corrections-Supersessions.\
2.10 RPT-EDU / SUB-EDU Reports / Subscription Channels.\
2.11 MAP/IOP-EDU Mappings & Interoperability Profiles (equivalence limits; warnings; testable transformations).\
2.12 WGC-EDU / RM-EDU / DR-EDU / CFW-EDU Working Group Charters / Role Markers / Decision Records / Calls for Work.\
2.13 CONSENT-EDU / TRANSP-EDU Consent and Transparency Elections (learner/parent transparency posture; research consent discipline).

#### 3. Mandatory metadata and publication blockers

3.1 Publishable objects require: scope/exclusions; handling election; reliance bounds; expiry/review; correction/dispute paths + clocks; provenance + rights attestations; COI link; dependencies/compatibility; jurisdiction label; and misuse harm statement where credible.

3.2 Missing mandatory metadata is a deterministic publication blocker.

3.3 Prohibited uses must be explicit where applicable (cheating enablement, harassment/doxxing, discriminatory exclusion, intrusive surveillance, re-identification, child endangerment).

***

### Part 5 — Governance, Roles, Separation-of-Duties, and Due Process

#### 1. Record-valid acts

1.1 All lifecycle and governance actions occur only through record-valid acts: onboarding; COI; handling elections; WG chartering; role marker issuance; release gating; conformance submission; corrections; disputes/appeals; waivers; sanctions and reinstatements.

1.2 Assistive AI may draft; standing arises only through human-authorized recorded acceptance under valid role markers.

1.3 Waivers must record scope, duration, compensating controls, and remediation clocks; waivers auto-expire unless renewed.

#### 2. Minimum state machines

2.1 Standards/Frameworks/Taxonomies: draft → review → candidate → accepted → published → maintained → superseded/withdrawn.\
2.2 AEP-EDU: drafted → verified → issued → monitored → corrected/superseded → archived/expired.\
2.3 Releases/Reports: commissioned/assembled → gated → reviewed → approved → published → monitored → corrected/superseded → archived/expired.\
2.4 Conformance: submitted → triaged → verified → accepted/rejected → registered → referenced → archived/expired.\
2.5 Disputes/appeals: filed → triaged → responded → resolved → remedied → closed; contestation propagates.

#### 3. Due process and clocks

3.1 Decisions require Decision Records with rationale, scope, limitations, and remedies.

3.2 Dispute and appeal clocks are mandatory; “Under Contest” propagates to dependent objects and report references.

3.3 Integrity incidents may trigger stop-the-line: publication freeze, access revocation, distribution recall attempts where feasible, and mandatory public-safe incident abstracts.

#### 4. Minimum governance spine per FoE instance

4.1 Records & Register Officer; Handling & Safety Officer; COI & Ethics Officer; Conformance Lead; Editorial Lead; Dispute Resolution Panel.

4.2 Learner Safeguards Officer (mandatory where minors/vulnerable learners are in scope); Accessibility & Inclusion Steward (mandatory where accessibility claims are published).

4.3 Separation-of-duties: no single role may originate, independently verify, and publish the same high-reliance claim without independent review.

***

### Part 6 — Handling, Learner Protection, Staged Release, and Leakage Prevention

#### 1. Handling classes and inheritance

1.1 Public-Safe / Controlled / Restricted handling classes apply with access gates, distribution logs, staged release rules, expiry enforcement, and leakage testing across assistants, retrieval, embeddings, and exports.

1.2 Handling inheritance applies to bundles and derivatives; down-classification requires recorded decision with safety review.

#### 2. Misuse and harm taxonomy

2.1 High-risk misuse includes cheating enablement, exam compromise, credential forgery, harassment/doxxing, predatory targeting of minors, discriminatory exclusion playbooks, intrusive surveillance, re-identification/linkage attacks, coercive profiling, and unsafe content targeting.

2.2 Assistants may not reconstruct restricted content across handling boundaries.

#### 3. Staged release and public-good extracts

3.1 Controlled/Restricted work must yield public-safe extracts where feasible: governance controls, limitations disclosures, and conformance tests that do not provide evasion recipes.

3.2 Infeasibility is recorded with rationale and review date.

#### 4. Leakage testing

4.1 Leakage testing is continuous and event-triggered (provider/model change, index rebuild, connector change); failures trigger stop-the-line.

***

### Part 7 — Conformance, Reproducibility, Plugfests, and Drift Governance

#### 1. Conformance discipline

1.1 High-impact claims require conformance suites and signed conformance reports; conformance is bounded and non-endorsing.

1.2 Interoperability releases (learning records, credential exchange, accessibility claims, AI governance) are gated absent conformance evidence or time-boxed plans with interim reliance constraints.

#### 2. Replication cells

2.1 Replication cells rerun suites across environments; independence required for high-reliance claims; failures trigger notices, freezes, withdrawals, and remediation clocks.

#### 3. Plugfests

3.1 Plugfests validate multi-implementation interoperability across learning record schemas, credential exchange semantics, consent and transparency flows, accessibility behavior, audit logs, and AI governance logging patterns.

#### 4. Drift testing

4.1 Drift governance includes taxonomy drift (skills/competencies), mapping drift (equivalences), assistant refusal/safety drift, and AI lifecycle drift (data, behavior, policy drift).

4.2 Material drift triggers reliance tightening, status change, and propagation to dependent objects.

***

### Part 8 — Identity, Participation, Guild System, Credits, and KPIs

#### 1. Participation identity and authority

1.1 “FoE Passport” captures expertise, roles (educator, assessor, learner advocate, privacy, accessibility, security), jurisdictions, languages, and COI disclosures; authority arises only from role markers.

1.2 Capability progression is competence-based and record-attested (accepted outputs, review outcomes, replication history, conformance participation, integrity compliance).

#### 2. Authentication and authorization

2.1 SSO/MFA with step-up for controlled/restricted; RBAC+ABAC using role marker, handling class, purpose, timebox, and device posture; restricted is deny-by-default.

#### 3. Guild system and work units

3.1 Work units include Guilds, Working Groups, Review Pools, Replication Cells, Clinics (assessment validity, accessibility, safeguarding, AI governance), and Publisher Rooms.

3.2 Outputs have no standing until record-valid publication.

#### 4. Credits, anti-gaming, and KPIs

4.1 Credits accrue only on accepted record-valid outcomes; spending does not buy influence.

4.2 Verification/replication outrank drafting; reviewer rotation prevents concentrated influence; clawbacks apply for misconduct.

4.3 KPIs include membership growth; conformance coverage; correction responsiveness; dispute-clock performance; handling compliance; accessibility coverage; learner-harm incident rate; credential fraud reduction indicators; AI governance conformance rate.

***

### Part 9 — Intelligence, Assistants, Content Studio, and Constitutional Forms

#### 1. Handling-separated intelligence surfaces

1.1 Handling-separated indices govern retrieval and summarization; cross-class reconstruction prohibited.

1.2 Deliberations may be recycled into candidate objects only through record-valid pipelines with handling inheritance.

#### 2. Assistive AI boundaries

2.1 Assistive AI drafts and structures; it does not confer grades as the responsible authority, issue disciplinary determinations, make admissions/hiring decisions, or run enforcement surveillance.

2.2 Tool allowlists, logging, human override, kill switch evidence, and drift tests are mandatory where AI is used in high-impact contexts (grading assistance, proctoring support, admissions triage tools, learner risk flags).

#### 3. Content studio and normalization

3.1 Templates exist for standards, profiles, taxonomies, evidence packs, conformance objects, and reports.

3.2 Normalization may not silently change meaning; semantic changes require correction/supersession.

#### 4. Constitutional forms

4.1 Forms implement record-valid acts; AI may prefill; standing arises only upon accepted submission under valid role markers.

***

### Part 10 — Lanes and Deployment Expressions

#### 1. Instance types

1.1 FoELP supports deployable FoE Instances for ministries/authorities, school boards, higher education consortia, TVET networks, workforce councils, EdTech ecosystems, and auditors/assurers (governance-only), each declaring scope, lawful basis posture, handling policy, and conformance election.

#### 2. Credential integrity lane

2.1 Publishes credential issuance control patterns, verification governance, revocation/supersession semantics, and anti-fraud typologies at safe granularity.

#### 3. Assessment validity and fairness lane

3.1 Publishes validity/reliability evidence patterns, accommodations governance, proctoring constraint profiles, and fairness/accessibility conformance suites.

#### 4. Academic integrity lane (defensive)

4.1 Publishes defensive controls for plagiarism, collusion, impersonation, and synthetic content misuse; prohibits evasion guidance; staged release applies for exam security.

#### 5. AI-in-education governance lane

5.1 Publishes AI obligation profiles (tool allowlists, logging minima, override posture, drift clocks, red-team vectors, kill switch evidence) and conformance suites for high-impact educational AI.

#### 6. Resilience and continuity lane

6.1 Publishes readiness objects for continuity under disruption (public health, cyber, outages, displacement) without operational surveillance playbooks.

***

### Part 11 — Sovereign Data Zones, Compute-to-Data, Federation, and Interoperability

#### 1. Education sovereign data zones

1.1 EDU-SDZ-Local, EDU-SDZ-Federated, EDU-SDZ-Hybrid are supported; default minimizes learner data movement and maximizes artifact portability.

#### 2. Compute-to-data jobs

2.1 Jobs declare inputs, tool allowlists, output constraints, logging, and handling inheritance; outputs pass governance gates before indexing/publication.

#### 3. Federation

3.1 Federation is metadata-first; controlled/restricted content federates only by explicit authorization with distribution logs and consent posture.

#### 4. Interoperability alignment

4.1 The Lab may publish mappings to education data/credential/accessibility/privacy standards with explicit equivalence limits and testable transformations; crosswalk objects disclose mismatch risks and reliance constraints.

***

### Part 12 — Security, Auditability, Retention, DR, Observability, and Cost Governance

#### 1. Auditability

1.1 Immutable logs cover access, downloads, assistant retrieval, submissions, lifecycle transitions, distributions, publications, and admin changes; legal hold supported.

#### 2. Retention

2.1 Retention is handling- and jurisdiction-specific; restricted emphasizes minimization; public-safe releases remain permanent.

#### 3. Disaster recovery

3.1 DR preserves register integrity and correction lineage; restore drills are record-valid acts with integrity checks.

#### 4. Security and supply chain

4.1 Component inventory and vulnerability clocks align to handling class; stop-the-line applies for integrity threats.

#### 5. Cost governance

5.1 Quotas and rate limits apply; no pay-to-publish influence; standing is conferred by record-valid acts, not spend.

***

### Part 13 — Neutrality, COI, Competition-Safe Mode, Misrepresentation, Sanctions

#### 1. Neutrality and anti-capture controls

1.1 COI disclosures, recusals, reviewer rotation, influence caps, and transparent register states are mandatory.

1.2 Recommended influence cap baseline: ≤ 20% control of reviewer/maintainer role markers for an object family or release cycle by any single organization, unless an overlay records a lawful exception with compensating controls.

1.3 Sponsor concentration limits apply; exceedance triggers governance review and compensating controls.

#### 2. Competition-safe mode

2.1 Competition-safe agenda templates and minutes discipline are mandatory in multi-vendor contexts; prohibited-topic gates apply where antitrust risks exist.

#### 3. Misrepresentation and sanctions

3.1 Misrepresentation triggers takedown, clarifications, role/credit revocation, conformance suspension, and sanctions ladder with appeal rights.

3.2 No output may be marketed as “accreditor-approved,” “government endorsed,” “official,” or “institutionally endorsed” absent recorded standing, scope, and validity window.

***

### Part 14 — Change Control, Conformance Claims, and Standing Claims

#### 1. Change control

1.1 Charter and core object-model changes publish as releases with diffs and migration notes; nodes declare version and conformance scope.

#### 2. Conformance claims

2.1 “FoELP-Conformant” requires passing conformance suites for object model/metadata gates, register integrity, handling segregation, immutability/correction discipline, audit logs, editorial governance, and federation invariants if enabled.

#### 3. Standing claims

3.1 Claims auto-expire unless renewed; failures must be published as status changes with remediation clocks.

3.2 Standing claims must specify scope, date, validity window, exclusions, and portability labels.

***

### Part 15 — Learner Rights, Child Safety, Accessibility, and Academic Freedom

#### 1. Learner rights and child safety

1.1 Child protection and vulnerable learner safeguards are first-class governance requirements: purpose limitation, minimization, restricted handling by default for sensitive contexts, and escalation pathways.

1.2 Any object involving minors must include harm assessment statements, additional safety metadata, and explicit prohibited uses.

#### 2. Accessibility and inclusion

2.1 Accessibility claims require evidence patterns and conformance vectors; accessibility regressions are stop-the-line eligible.

2.2 Language justice is an interoperability discipline: translations require provenance, versioning, and drift tests.

#### 3. Academic freedom

3.1 The Lab standardizes evidence and disclosure, not ideology; it supports pluralism through overlays and explicit deltas rather than enforcing a single global norm beyond minimal integrity and safety invariants.

***

### Part 16 — Privacy, Consent, and Transparency Elections

#### 1. Consent and transparency elections

1.1 Consent and transparency elections are canonical objects with audit enforcement; learner/parent transparency posture is mandatory where lawful.

1.2 Research use requires explicit elections, rights attestations, minimization posture, and handling constraints.

#### 2. High-risk analytics

2.1 Individual-level analytics that could produce discriminatory outcomes require explicit lawful basis and recorded approvals; default is aggregation and minimization.

***

### Part 17 — Disputes, Remedies, and Transparency Minima

#### 1. Disputes and clocks

1.1 Disputes may be filed for any object; triage and response clocks are mandatory; contestation propagates to dependencies.

#### 2. Remedies

2.1 Remedies occur via correction/supersession/withdrawal with traceable lineage; silent edits prohibited.

#### 3. Transparency minima

3.1 Public-safe truth surface includes current/superseded/contested status, conformance status, and known limitations without leaking restricted content.

***

### Part 18 — Interoperability with Nexus Rails and External Standards

#### 1. Nexus interoperability

1.1 FoELP interoperates as governance-only under One Rail, Two Stacks: evidence packs, conformance, correctionability, validity-by-record; execution remains external and lawful.

#### 2. External standards mapping

2.1 The Lab may publish mappings to relevant education, credential, accessibility, and privacy standards with explicit equivalence limits and testable transformations.

***

### Part 19 — Adoption, Effective Date, and Survival

#### 1. Adoption and effectiveness

1.1 This Charter is effective upon record-valid adoption and publication of the initial current pointer in the canonical register.

1.2 Instances claiming conformance must publish scope, overlays, and conformance status.

#### 2. Survival

2.1 Validity-by-record, handling obligations, audit integrity, correction lineage, non-executing perimeter, learner protection safeguards, neutrality controls, and privacy/consent elections survive amendments and wind-down to the maximum extent lawful.

***

### Binding Baselines

1. **Governance-only:** standards, frameworks, evidence packs, conformance, publication discipline.
2. **Non-executing:** no admissions/discipline authority, no accredited awarding on behalf of institutions, no employment decisions.
3. **Validity-by-record:** only registered objects and acts have standing.
4. **Correctionability:** explicit lineage and contestation propagation; no silent edits.
5. **Learner safety & privacy:** handling-first, child protection posture, refusal/redirection for misuse.
6. **Firewall doctrine:** strict separation from institutional decisioning, accreditation, and enforcement.


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