Judgment Delegation Protocols for Agentic AI Systems From Best-Practice Checklists to Observable Responsibility Chains

This working paper proposes judgment delegation protocols as a missing governance layer for agentic AI deployments. It translates high-level best-practice guidance into auditable governance primitives: delegation events, authority states (advisory → relied-upon → authoritative), override conditions, and responsibility anchoring across socio-technical nodes. Rather than regulating model internals, the framework makes responsibility chains observable and contestable at the workflow level—where judgment most often migrates silently and accountability collapses without error.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-21
DOI
https://doi.org/10.5281/zenodo.18320235
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

Judgment Delegation Protocols for Agentic AI Systems From Best-Practice Checklists to Observable Responsibility Chains

Sincere Ann Ma
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Judgment Delegation Protocols for Agentic AI Systems From Best-Practice Checklists to Observable Responsibility Chains

Sincere Ann Ma
article en

Abstract

This working paper proposes judgment delegation protocols as a missing governance layer for agentic AI deployments. It translates high-level best-practice guidance into auditable governance primitives: delegation events, authority states (advisory → relied-upon → authoritative), override conditions, and responsibility anchoring across socio-technical nodes. Rather than regulating model internals, the framework makes responsibility chains observable and contestable at the workflow level—where judgment most often migrates silently and accountability collapses without error.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 84%
Ethics and Social Impacts of AI
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Judgment Delegation Protocols for Agentic AI Systems From Best-Practice Checklists to Observable Responsibility Chains — Sincere Ann Ma · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS