Shared Definitions & Semantic Interoperability
Information can move successfully between systems while carrying different meanings for the organizations using it. This module helps partners examine selected definitions, relationships, status values, and mappings so recipients can interpret exchanged records without assuming equivalence that the evidence does not support.
Why Talent Data Still Cannot Speak Across Systems: STAMP and Semantic Interoperability
Talent systems can exchange data without understanding it. Explore how STAMP approaches semantic interoperability by connecting skills with experiences, evidence, provenance, context, and external frameworks.
STAMP: A Framework for Mapping Human Capability Across Systems
STAMP is Gobekli’s developing framework for connecting skills with the activities, roles, evidence, time, and context that give them meaning. Explore how it informs the Talent Tree and Human Intelligence Layer.
Microcredentials Need Translation—Not One Universal Taxonomy
Microcredentials emerge from different industries, institutions, cultures, and competency frameworks. Instead of forcing them into one master taxonomy, the ecosystem needs semantic bridges that preserve local meaning while making credentials, skills, and experiences understandable across systems.