Mahi Sall, Advisor, Fintech-Bank Partnerships, Payments and Financial Inclusivity
January 25th, 2023
Mahi Sall is the CEO & Founder of FinXpair, a Berlin-based strategic advisory boutique firm focu[...]
Demystifying Responsible AI: An Organizational Guide to Selecting AI Process Frameworks
CSET |Mina Narayanan and Christian Schoeberl |Jun, 2023
Image: CSET
This report by CSET presents a matrix that organizes approximately 40 public process frameworks according to their areas of focus and the teams that can use them. Ultimately, the matrix helps organizations select the right resources for implementing responsible AI.
- Responsible AI Framework Selection Made Easy:
- Challenge:
- Process frameworks serve as essential blueprints for organizations aiming to implement responsible AI, but the overwhelming abundance and their generally broad audiences can pose challenges for organizations seeking the most suitable fit.
- This report provides a matrix consolidating about 40 public process frameworks, categorizing them based on focus areas and potential user groups, effectively simplifying the process of selecting resources for responsible AI implementation.
- Challenge:
See: OSFI and GRI report: AI in Finance Needs Safeguards, Explainability Key For Trust
- How the Matrix Helps:
- Many process frameworks tend to lean towards generality, aiming for flexible application, which may be daunting for organizations inexperienced in executing responsible AI.
- The report not only helps identify potential user groups for these frameworks but also delves deeper into the utility dimension, which includes an AI system's components, its lifecycle stages, and other related characteristics. This analysis enables organizations to precisely apply frameworks according to their specific needs.
- Designed with the Development and Production team and the Governance team in mind, the matrix empowers these key players to confidently choose and apply frameworks that best serve their organization's responsible AI goals.
- How the Matrix Helps:
Continue to the full article --> here
Download the 35 page PDF report --> here
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