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Dimension: Learning Speed
Simulate processes
Ability to simulate the interactions and decisions of actors (e.g., participants, stakeholders, facilitators, experts), subprocesses, or entire processes (e.g., for rapid process iteration and learning).
How this is performed now...
Process organizers
Process organizers can infer from recorded preferences for new contexts, but these inferences are usually human estimates and not supported by well-documented algorithms.
Collective dialogue organizers
Collective dialogue organizers can run processes with simulated participants, though more research is needed to resolve their fidelity.
Process organizers
Process organizers typically rely on real-world experimentation to learn from. Existing examples of simulated trials are primitive agent environments and do not track the complexity of end-to-end processes.