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DELL

Building Fairer and More Explainable Solutions with AI Verify SHARE Dell Technologies is a leading American multinational technology company that

User Stories

User Stories Read about the experiences of these companies with AI Verify and how they have benefitted. Building Fairer and

Partnerships

Partnerships Collaboration with MLCommons​ This marks our first step to advance global testing standards for AI safety. The collaboration is

AI Verify Toolkit

AI Verify Testing Toolkit What is the AI Verify Testing Toolkit? The AI Verify Testing Toolkit implements the AI Verify

AI Tester Accreditation Programme

AI Tester Accreditation Programme AI Tester Accreditation Programme (AI TAP) accredits testing service firms that can technically assess AI systems for

Membership Charter

AI Verify Foundation Membership Charter (“Charter”)1 Aim and Mission of the AI Verify Foundation (“AIVF”) The aim of AIVF is

Project MoonShot

Project Moonshot What is Project Moonshot? Project Moonshot is an open-source testing toolkit that assesses the safety and reliability of

Starter Kit for Testing LLM-based Applications for Safety and Reliability

Released by IMDA, this Starter Kit consolidates emerging best practices from industry and government into practical, voluntary guidelines for testing GenAI apps – applicable across sectors and use-cases. It helps businesses by providing a step-by-step guide on how to identify risks, apply robust testing methodologies, and assess whether their applications meet baseline safety and reliability. It covers five common risks: hallucination and inaccuracy, bias in decision-making, undesirable content, data leakage, and vulnerability to adversarial prompts.

AI Playbook for Small States

Singapore and Rwanda have introduced the world’s first AI Playbook for Small States to shape inclusive global discourse on harnessing the potential of AI. First announced at the Asia Tech x Singapore Summit 2024 on 30 May 2024, the AI Playbook is developed by Singapore’s Infocomm Media Development Authority (IMDA) in collaboration with Rwanda’s Ministry of Information Communication Technology (ICT) and Innovation, with consultations taking place with Digital Forum of Small States (“Digital FOSS”) members since the start of the year.

The Playbook addresses common challenges small states face in adopting and harnessing the potential of AI, such as availability of resources and funding, access to data and AI talent, fostering a trusted environment such as developing holistic frameworks and practical testing tools such as AI Verify.

Given the rapidly evolving nature of AI, the Playbook is shaped as a living document that continuously pulls together the collective experiences and strategies from small states.

More information and the AI Playbook itself can be found in the following links.

Where is Your Organisation on Your Responsible AI Journey?

Understanding and implementing responsible AI is a continuous journey, and every organisation is at a different stage. Whether you’re just beginning to explore AI governance or you’re looking to refine an established framework, our resources are designed to guide you through every step of this important process.

Singapore’s collection of guidance documents and tools offers practical insights and actionable practices tailored to your organisation’s level of maturity in AI governance. From foundational frameworks for those starting out, to advanced practices and technical tests for more sophisticated AI implementations, our materials provide the support you need to develop and enhance your AI governance capabilities.

Use our flowchart to assess where your organisation currently stands in its responsible AI journey. This will help you identify the right resources and tools to move forward confidently and responsibly.

AI Verify and Project Moonshot at a Glance

Looking to test your AI models? Explore how AI Verify and Project Moonshot can help you assess and enhance your AI systems.

Find out which evaluation tools are best suited to your needs and how they can help you align with key AI governance principles and build trust with your stakeholders.

Tutorial Part I: How to use AI Verify

Uncover the principles of responsible AI and learn how to implement them with AI Verify. In this video, we provide a step-by-step walkthrough of AI Verify toolkit, designed to help you master its features and functionalities. Whether you are a beginner or looking to test your AI models, this workshop covers:

  1. Introduction to AI Verify
  2. Basic Operations and Features

By the end of video, you will have the knowledge to use AI Verify toolkit. If you are a developer looking to contribute to AI Verify, please watch Part II.