Solutions / use cases
When the moment matters.
Different contexts demand different kinds of human involvement. Explore three potential directions for the Faiz Creation research program.
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Agent checkpoints
Keep people meaningfully in control where autonomous workflows need human confirmation.
Digital communities
Make participation more trustworthy without collecting a full identity dossier.
High-trust actions
Introduce proportional checks when an interaction carries real-world consequences.
No one-size-fits-all rule
Good assurance should be proportional to the action.
Learn how to decide whether a checkpoint is useful, and what it means when it fails.
Read the security guide