Working paper2025–2026Archive record
Human Dignity Constraints for Autonomous Decision Systems
Abstract
Argues that dignity-preserving design requires more than fairness metrics and must include contestability, recognition, meaningful human review, and access to remedy.
dignitycontestabilityautomated decisions
Status of this record
This record is filed as working paper and carries the status “Working paper”. The archive states the stage of an argument instead of presenting drafts as settled results, so a reader can judge how much weight the text is meant to carry.
Citation
Ziganshin, A. (2025–2026). Human Dignity Constraints for Autonomous Decision Systems. Traceremove Research. https://traceremove.dev/publications/human-dignity-autonomous-systems