Published April 29, 2026
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Empathy as Frame-Preserving Interpretation
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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.
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- A Bridge Note on Relational Validity in Stratified Agent Systems