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Release Notes — 7 May 2026
AI Role-Lesson Enrichment
734 role-lesson links generated and applied via AI enrichment pipeline. Each link connects an occupational role (from the IWTB taxonomy) to one or more lessons relevant to that role. Powers the personalised “recommended for your role” content discovery layer. Links were AI-generated then human-reviewed before application.
See: AI Enrichment Tools
EKOS AI Classification Pipeline
Automated pipeline that classifies the LEAST lesson library against 215 EKOS (European Key Occupation Standards) competency areas using AI. Pipeline: fetch lesson content → prompt AI for EKOS classification → validate against schema → human review → apply. 214 of 215 EKOS competency areas successfully classified with at least one matched lesson.
See: AI Enrichment Tools
IWTB Role Enrichment — Complete
AI enrichment of all 701 occupational roles in the IWTB (I Want To Be) taxonomy. Each role received: a plain-language description, required skill tags, related roles, and IFQ level mapping. Enrichment was completed in full (701/701 roles) via the AI pipeline with human review sign-off.
See: AI Enrichment Tools