Justin Donlon

full circle
learning design

Full stack, AI-driven learning ecosystems

← 01 Pedagogy

4The map

Outcomes are grouped into modules and broken into topics with your subject experts, then signed off before a word of content is written.

You bringSubject experts for a workshop, plus existing materials, procedures and documents.

You leave withA signed-off content map: sections, courses, topics, and what each may and may not include.

In the StudioThis is the referential: one row per course, with its vocabulary, limits and source material. It is the contract the AI generates from.

What AI does hereAI sorts existing material into topics and proposes a first map. Your experts correct it and sign it off.

The thinking behind it
  • Modular framework one module per outcome, built down from outcomes or up from topics.
  • Chunking content is cut to the size one sitting can hold.
  • Working with subject experts clear roles at each stage, short deadlines, early sign-off.

Worked example · a general language curriculumOne sheet of 272 courses. Each row holds the promise, the situation and the closed set of language that course may use.

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