Mitigation (Develop)

Putting in place mitigation strategies and processes to ensure alignment to your organisation’s risk appetite

Based on the assessed risk/impact, how does an organisation ensure adherence with agreed principles (e.g. fairness, transparency, privacy)

Microsofts Responsible AI Toolbox

Beyond the frameworks that can support organisations as they make prioritisation and design decisions around AI solutions, there are many toolkits available to help them build ethical and responsible systems, such as Microsoft’s Responsible AI toolbox, which includes model and data exploration and assessment user interfaces and libraries.

MIT Lincoln Labratory’s Responsible AI Toolbox

MIT Lincoln Laboratory’s Responsible AI toolbox, which is building an open source library of tools for designing, evaluating, and monitoring AI systems.

Responsible AI Toolbox

We are building an open-source toolbox to help researchers more easily design, evaluate, and monitor artificial intelligence (AI) systems.

www.ll.mit.edu

OECD Trustworthy AI Catalogue

For a broader perspective around the many tools available, the OECD maintains a catalogue to help organisations find tools and metrics by providing a one-stop-shop for helpful approaches, mechanisms and practices for trustworthy AI.

The OECD Artificial Intelligence Policy Observatory

OECD.AI is a platform to share and shape public policies for responsible, trustworthy and beneficial AI.

oecd.ai

Related toolkits