
Some empathic failures occur when systems preserve a user’s words but discard the bounded relational frame that made those words meaningful. This bridge note argues for frame-preserving interpretation in stratified agent stacks: notice frame cues, form provisional frames with provenance and retention limits, shape bounded responses, and require explicit governance before promotion to durable memory or authority.
