{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-c374b6d5783d967d","slug":"2026-01-26-ai-literacy-obligations-governance-priorities-for-the-2026-operating-year","language":"en","publication_status":"PUBLISHED","publication_date":"2026-01-26","last_modified_date":"2026-01-26","title":"AI literacy obligations: governance priorities for the 2026 operating year","summary":"Explains the regulatory context for aI literacy obligations and the responsibilities, evidence and safeguards relevant to implementation.","category":{"code":"POLICY_AND_REGULATORY_INTERPRETATION","label":"Industry Policy and Regional Regulatory Interpretation"},"article_type":"Policy and regulatory analysis","publisher":"International Council for Education Quality Certification (ICEQC)","jurisdictional_scope":"International","historical_reference_basis":"Regional artificial intelligence literacy duties applying since February 2025","reference_authority":"Relevant public authorities and official international sources","sections":[{"heading":null,"paragraphs":["In 2026, consideration of AI literacy obligations must take account of the regional artificial intelligence literacy duties applying since February 2025 and the responsibilities it places before education systems. For The implementation question, the immediate task for education authorities is to distinguish the policy objective from the legal and operational measures needed to give it effect."]},{"heading":"Policy context for aI literacy obligations","paragraphs":["The status of the reference is material. The date identified in the regional artificial intelligence literacy duties applying since February 2025 marks the point at which the relevant instrument has legal or operative effect for those within its scope. It does not remove the need to identify territorial reach, transitional provisions, competent authority and the domestic measures through which obligations concerning AI literacy obligations are administered. A provider should not infer either universal application or exemption from the date alone.","For aI literacy obligations, from 2 February 2025, the first applicable provisions of the European Union Artificial Intelligence Act include prohibited practices and the requirement for providers and deployers to take measures supporting a sufficient level of artificial-intelligence literacy among relevant staff and other persons. Education organisations should connect training to the systems, decisions and risks actually encountered; attendance at general awareness training does not establish operational competence.","In the context of aI literacy obligations, a proper review of the issue should establish the intended outcome before selecting controls or indicators. Oversight should test whether formal commitments are reflected in decisions, resource allocation, provider conduct and accessible routes for review. When examining aI literacy obligations, the basis for selection, authority for exceptions and timing of reassessment should remain traceable.","The analysis of aI literacy obligations should make its decision rule explicit. In work concerning aI literacy obligations, materiality should be judged by the possible effect on learning, safety, rights, recognition, public resources and the reliability of a consequential decision. As regards aI literacy obligations, comparable evidence should be assessed against criteria settled before the result is known.","Assurance of the issue should draw on more than one form of evidence. Useful records include pre-deployment and periodic performance testing, an inventory of systems and their intended uses, learner information and accessible challenge routes, supplier change and incident records, and documented authority for each consequential use. Documents should be reconciled with observed practice and, where relevant, the experience of affected learners."]},{"heading":"Responsibilities and affected parties","paragraphs":["The quality significance of AI literacy obligations follows from a basic distinction between availability and effective provision. For The relevant measure, technology may support teaching, administration and access, but consequential educational decisions must remain accountable, explainable and open to effective review.","The principal risks in relation to the implementation question are unclear responsibility between providers and suppliers, automation bias in consequential decisions, loss of meaningful human review, and unequal performance across learner groups. Where aI literacy obligations is under review, the risks are interdependent; failure of one control may conceal or disable another."],"bullets":["Classify uses by effect on learners.","Retain accountable human decision-makers.","Test performance across relevant groups.","Notify users of material limitations.","Review incidents and supplier changes."]},{"heading":"Implementation risks","paragraphs":["A competent review of the implementation question should define escalation thresholds before reviewing cases, consider severity, reach, duration, recurrence and detectability, and record the reason for the final classification. For the assessment of aI literacy obligations, averages should be tested against adverse cases that may indicate unequal effect or incomplete operation.","A policy conclusion on the relevant measure should state who is required or expected to act, the source of that expectation and the consequence of non-implementation. The stated scope should reflect any material difference in the applicable legal position. Communications should preserve the legal status and effective date of each expectation described.","The analysis of the relevant measure should remain within the limits of the evidence. For aI literacy obligations, a policy direction should not be presented as a uniform legal obligation where national implementation differs. In the context of aI literacy obligations, providers remain responsible for identifying the requirements that apply to their own activities. A technical capability is not evidence that a use is educationally justified. When examining aI literacy obligations, accuracy measured in one setting may not transfer to another population, language, curriculum or decision context. For decisions concerning aI literacy obligations, material uncertainty should result in further enquiry or an expressly limited finding.","In work concerning aI literacy obligations, decisions concerning the relevant measure should remain traceable to the information available for the stated reference period. As regards aI literacy obligations, changes in condition, evidence, method and interpretation should be recorded separately when a conclusion is revised."]},{"heading":"Oversight and follow-up","paragraphs":["Public reporting on AI literacy obligations should distinguish established fact, analytical judgement and planned action. Where aI literacy obligations is under review, a revised conclusion should distinguish a change in the underlying condition from a change in method, coverage or evidence.","For the assessment of aI literacy obligations, a clear objective, proportionate evidential basis and account of affected learners are required. For aI literacy obligations, assurance should be withheld for the affected scope until the limitation is resolved."]}],"word_count":833,"content_hash":"sha256-69ede43d9027759fa67a9118009604a791809290d1c532e06528f0acba4a9d05","seo_keywords":["aI literacy obligations","education policy and regulation","education quality","ICEQC"],"schema_type":"AnalysisNewsArticle","related_resources":[{"label":"Governance and accountability","path":"/governance"}]}