A repository file called the Agent Governance Manifest, linking risk zones, evidence obligations, human confirmation, and review gates, raised exact risk-label recovery from 40.5% to 97.4% in a 75-output controlled test and enabled 45/45 feasible contributor-side packages.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration
A repository file called the Agent Governance Manifest, linking risk zones, evidence obligations, human confirmation, and review gates, raised exact risk-label recovery from 40.5% to 97.4% in a 75-output controlled test and enabled 45/45 feasible contributor-side packages.