Desirable difficulty
A learning-science principle that effort applied at the right moment strengthens retention and transfer, even though it feels harder in the moment. It is why the program makes you retrieve, build, and decide rather than simply reading you the answer, always with scaffolding available.
Defined in 3 GAGE programs, which carry 3 distinct definitions of it. The wording above is taught in Business AI Transformation.
How each discipline defines it
The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.
A term from cognitive science, associated with Robert Bjork and Elizabeth Bjork, describing a form of practice (such as interleaving, spacing practice over time, or testing yourself before you feel ready) that feels harder and slower in the moment but produces stronger long-term retention and transfer than an easier-feeling alternative.
A learning-science principle that effort applied at the right moment strengthens retention and transfer, even though it feels harder in the moment. It is why the program makes you retrieve, build, and decide rather than simply reading you the answer, always with scaffolding available.
The principle that learning is stronger when the practice is effortful, such as facing a question you cannot yet answer. The professor is deliberately hard because a defense rehearsed against easy questions does not survive a real examination.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- Your command tools: the Briefcase, the professor, the dossier you will build · Taking Command, AI Governance: Applied Mastery
- How to Use This Program · Your AI Transformation Command Center, Business AI Transformation
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.