Themes
Fiction Lab / Theme
Distributed learning
How local evidence becomes reusable capability across a network without one central planner.
Why it matters
A knowledge base is not organisational learning until it changes the next decision somewhere else.
Recurring mechanisms
1
Knowledge is encoded into reusable artefacts
2
Shared interfaces allow local variation
3
Review triggers retire obsolete practice
Five system dimensions
authority
Standards define what becomes reusable
information
Knowledge exists in tools and decisions
resources
Experiment and communication capacity are protected
incentives
Reusable contribution is rewarded
adaptation
The system validates, combines and forgets
Discussion prompt
How does local experience become reusable capability without a single central planner?