AI & design
AI Symbol Maps: A Human-Led Research Workflow
Use AI to propose groups and labels while keeping observation, evidence, and human review separate.
Symbol Map Lab / tag collection
AI workflows
Plan bounded AI tasks, review proposed results, and distinguish an appealing concept from a usable deliverable.
A connected reading path.
An AI workflow should have a defined input, an explicit decision, and a review method. This collection covers two situations: using a model to help organize a known set of symbols and using a generator to explore a new logo direction. The first needs traceable classifications; the second needs practical production checks. Neither benefits from treating confident output as proof of accuracy, originality, or readiness.
Field notes in this collection
AI & design
AI Logo Makers and Symbol Generators: From Preview to Production
Evaluate generated concepts, editable files, practical costs, rights questions, and the final identity handoff.
Put the reading into practice