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Demystifying Responsible AI: An Organizational Guide to Selecting AI Process Frameworks

CSET |Mina Narayanan and Christian Schoeberl |Jun, 2023

CSET Matrix for selecting responsible AI frameworks - Demystifying Responsible AI:  An Organizational Guide to Selecting AI Process Frameworks

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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.

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    • 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.

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NCFA Jan 2018 resize - Demystifying Responsible AI:  An Organizational Guide to Selecting AI Process FrameworksThe National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org

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