guidelines

Decision Point in AI Governance

Center for Long-Term Cybersecurity – UC Berkeley

Research

This paper provides an overview of efforts already under way to resolve the translational gap between principles and practice, ranging from tools and frameworks to standards and initiatives that can be applied at different stages of the AI development pipeline. The paper presents a typology and catalog of 35 recent efforts to implement AI principles, and explores three case studies in depth. Selected for their scope, scale, and novelty, these case studies can serve as a guide for other AI stakeholders — whether companies, communities, or national governments — facing decisions about how to operationalize AI principles...

guidelines

Standards for AI Governance: International Standards to Enable Global Coordination in AI Research & Development

Future of Humanity Institute – University of Oxford

Standards

Standards are an institution for coordination. Standards ensure that products made around the world are interoperable. They ensure that management processes for cybersecurity, quality assurance, environmental sustainability, and more are consistent no matter where they happen. Standards provide the institutional infrastructure needed to develop new technologies, and they provide safety procedures to do so in a controlled manner. Standards can do all of this, too, in the research and development of artificial intelligence (AI)...

guidelines

Model AI Governance Framework

Principles & Guidelines

On 23 January 2019, the PDPC released its first edition of the Model AI Governance Framework (Model Framework) for broader consultation, adoption and feedback. The Model Framework provides detailed and readily-implementable guidance to private sector organisations to address key ethical and governance issues when deploying AI solutions...

projects

The AI Civic Forum

SOLUTION

The Future Society

The AI Civic Forum aims to bring together diverse communities of citizens, policymakers, academics, experts, private sector representatives and other key stakeholders to deliberate on the ethical design, deployment, and governance of AI.

courses

The Ethics and Governance of Artificial Intelligence

MIT Media Lab

ONLINE

This course will pursue a cross-disciplinary investigation of the development and deployment of the opaque complex adaptive systems that are increasingly in public and private use. We will explore the proliferation of algorithmic decision-making, autonomous systems, and machine learning and explanation; the search for balance between regulation and innovation; and the effects of AI on the dissemination of information, along with questions related to individual rights, discrimination, and architectures of control...

English

courses

Identify governing practices for responsible AI in government

Microsoft

ONLINE

Determine the elements of an AI governance system. Choose an AI governance model that fits your government’s needs. Approach policy discussions to promote broad development and deployment of ethical AI systems...

English

courses

Governing the Rise of AI

Sciences Po Paris

PHYSICAL

At Sciences Po Paris School of International Affairs (PSIA), The Future Society is teaching Governing the Rise of AI for its third year. This graduate level course equips students to understand and analyze key public policy, political, social, and economic issues concerning the rise of AI and its impacts...

English

toolings

Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditing

RESEARCH

In this paper, we introduce a framework for algorithmic auditing that supports artificial intelligence system development end-to-end, to be applied throughout the internal organization development life-cycle...