AI는 무엇을 읽을 수 있는가 — Machine readability는 permission을 따라야 한다
How AI readability can respect data permissions and visibility.
AI-first is not AI-everything
Improve understanding, not access.
Separate structure from access
Structured does not mean public.
Framework: Structure → Permission → Readability → Retrieval → Controlled Understanding
Use five layers.
Define scope per entity
Respect different visibility levels.
Avoid hidden access paths
Do not leak private data.
Sync readability with permission
Keep machine layers current.
Use contextual retrieval
Respect access context.
Preserve provenance
Track sources and scope.
Applying this on Forwork
Check permissions before exposure.
Conclusion
Structure → Permission → Readability → Retrieval → Controlled Understanding.