Documenting Deployment with Fabric: A Repository of Real-World AI Governance
Fuente:
arXiv
Saved in:
| Main Authors: | , , , , , , , , , , , , |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866914012726296576 |
|---|---|
| author | Jorgensen, Mackenzie Brogle, Kendall Collins, Katherine M. Ibrahim, Lujain Shah, Arina Ivanovic, Petra Broestl, Noah Piles, Gabriel Dongha, Paul Abdulhussein, Hatim Weller, Adrian Powers, Jillian Bhatt, Umang |
| author_facet | Jorgensen, Mackenzie Brogle, Kendall Collins, Katherine M. Ibrahim, Lujain Shah, Arina Ivanovic, Petra Broestl, Noah Piles, Gabriel Dongha, Paul Abdulhussein, Hatim Weller, Adrian Powers, Jillian Bhatt, Umang |
| contents | Artificial intelligence (AI) is increasingly integrated into society, from financial services and traffic management to creative writing. Academic literature on the deployment of AI has mostly focused on the risks and harms that result from the use of AI. We introduce Fabric, a publicly available repository of deployed AI use cases to outline their governance mechanisms. Through semi-structured interviews with practitioners, we collect an initial set of 20 AI use cases. In addition, we co-design diagrams of the AI workflow with the practitioners. We discuss the oversight mechanisms and guardrails used in practice to safeguard AI use. The Fabric repository includes visual diagrams of AI use cases and descriptions of the deployed systems. Using the repository, we surface gaps in governance and find common patterns in human oversight of deployed AI systems. We intend for Fabric to serve as an extendable, evolving tool for researchers to study the effectiveness of AI governance. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_14119 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Documenting Deployment with Fabric: A Repository of Real-World AI Governance Jorgensen, Mackenzie Brogle, Kendall Collins, Katherine M. Ibrahim, Lujain Shah, Arina Ivanovic, Petra Broestl, Noah Piles, Gabriel Dongha, Paul Abdulhussein, Hatim Weller, Adrian Powers, Jillian Bhatt, Umang Computers and Society Artificial Intelligence Human-Computer Interaction Artificial intelligence (AI) is increasingly integrated into society, from financial services and traffic management to creative writing. Academic literature on the deployment of AI has mostly focused on the risks and harms that result from the use of AI. We introduce Fabric, a publicly available repository of deployed AI use cases to outline their governance mechanisms. Through semi-structured interviews with practitioners, we collect an initial set of 20 AI use cases. In addition, we co-design diagrams of the AI workflow with the practitioners. We discuss the oversight mechanisms and guardrails used in practice to safeguard AI use. The Fabric repository includes visual diagrams of AI use cases and descriptions of the deployed systems. Using the repository, we surface gaps in governance and find common patterns in human oversight of deployed AI systems. We intend for Fabric to serve as an extendable, evolving tool for researchers to study the effectiveness of AI governance. |
| title | Documenting Deployment with Fabric: A Repository of Real-World AI Governance |
| topic | Computers and Society Artificial Intelligence Human-Computer Interaction |
| url | https://arxiv.org/abs/2508.14119 |