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MODEL ARTIFICIAL INTELLIGENCE GOVERNANCE …

MODEL ARTIFICIAL INTELLIGENCE GOVERNANCE FRAMEWORK 1 ARTIFICIAL INTELLIGENCEGOVERNANCE FRAMEWORKMODELSECOND EDITIONSUMMARY OF UPDATES .. 4 FOREWORD .. 71. PREAMBLE .. 92. INTRODUCTION .. 12 Objectives .. 13 Guiding Principles for the MODEL Framework .. 15 Assumptions .. 17 Definitions .. 183. MODEL AI GOVERNANCE FRAMEWORK .. 19 Internal GOVERNANCE Structures and Measures .. 21 Determining the Level of Human Involvement in AI-augmented Decision-making .. 28 Operations Management .. 35 Stakeholder Interaction and Communication .. 53 ANNEX A For Reference: A Compilation of Existing AI Ethical Principles .. 64 ANNEX BAlgorithm Audits .. 67 ACKNOWLEDGEMENTS .. 68 TABLE OF CONTENTS4 EDITIONDATE RELEASEDSUMMARYFIRST23 January 2019 Released the MODEL AI GOVERNANCE Framework (First Edition) at the 2019 World Economic Forum Annual Meeting in Davos, January 2020 Released the MODEL AI GOVERNANCE Framework (Second Edition) at the 2020 World Economic Forum Annual Meeting in Davos, key changes include: Addition of industry examples in each section to illustrate how organisations have implemented AI GOVERNANCE practices in that section; Updating the ti

effective in building trust with stakeholders. • Provided guidance on the necessity and relevance of the various measures: » Clariied that datasets used for building AI models may include both personal and non-personal data; » Included new measures such as robustness, reproducibility and auditability and provided

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ADVISORY GUIDELINES ON THE PERSONAL DATA …

www.pdpc.gov.sg

4 ADVISORY GUIDELINES ON THE PERSONAL DATA PROTECTION ACT FOR NRIC AND OTHER NATIONAL IDENTIFICATION NUMBERS (issued 31 August 2018) 2.4 The Protection9 obligation requires organisations to make reasonable security arrangements to protect personal data in its possession or under its control.

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ADVISORY GUIDELINES ON THE PERSONAL DATA …

www.pdpc.gov.sg

6 ADVISORY GUIDELINES ON THE PDPA FOR SELECTED TOPICS (revised 31 August 2018) PART I: INTRODUCTION AND OVERVIEW 1 Introduction 1.1 The Personal Data Protection Act 2012 (the ^PDPA) establishes a general data

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GUIDE TO MANAGING DATA BREACHES 2 - pdpc.gov.sg

www.pdpc.gov.sg

GUIDE TO MANAGING DATA BREACHES 2.0 11 Each data breach response needs to be tailored to the circumstances of the incident. Generally, the actions taken after a data breach should

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12 The Consent Obligation - PDPC

www.pdpc.gov.sg

that an individual had provided verbal consent. Example: An individual wishes to sign up for certain services with a service provider over the telephone. The service provider may request for the individual’s consent to the collection and use of …

  Example, Collection, Consent, Verbals, Verbal consent

The Retention Limitation Obligation - Ch 18 (270717)

www.pdpc.gov.sg

Under the Limitation Act (Cap. 163), actions founded on a contract (amongst others) must be brought within 6 years from the date on which the cause of action accrued. Hence an organisation may wish to retain records relating to its contracts for 7 years from the date of termination of the contract and possibly

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GUIDE ON DATA PROTECTION CLAUSES FOR AGREEMENTS …

www.pdpc.gov.sg

arrangements to prevent unauthorised or accidental access, collection, use, disclosure, copying, modification, disposal or destruction of Customer Personal Data, or other similar risks. It also allows the Customer to set out the specific security procedures that the Customer wants the Contractor to comply with.

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Sample Clauses and Templates for Customers V2

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consent is permitted or required under the PDPA or any other written law. 4. This template Data Protection Policy is crafted broadly for general use and purposes, but may ... This template Data Protection Notice contains general sample clauses which an organisation supplying and marketing goods or services (or both) to

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GUIDE TO BASIC DATA ANONYMISATION TECHNIQUES …

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Anonymisation techniques for streaming data like audio, video, images, big data (in its raw form), geolocation, bio-metrics etc. create additional challenges and require entirely different anonymisation techniques, which are outside the scope of this Guide.

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The Transfer Limitation Obligation - Ch 19 (270717) - PDPC

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ADVISORY GUIDELINES ON KEY CONCEPTS IN THE PDPA (revised 27 July 2017) 19 The Transfer Limitation Obligation 19.1 Section 26 of the PDPA limits the ability of an organisation to transfer personal data outside Singapore. In particular, section 26(1) provides that an organisation must

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DIGITAL GOVERNMENT STRATEGIES FOR …

www.oecd.org

ethics as well as issues relating to security, control and protection of personal data), and be well ... thus nurturing public trust in governments’ capacity to boost more ... Building on the OECD Recommendation on Digital Government Strategies, and based on a small

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TRANSPARENCY AND INTEGRITY IN LOBBYING - OECD

www.oecd.org

public policies is crucial to protect the integrity of decisions and to safeguard the public interest by counterbalancing vocal vested interests. To foster citizens’ trust in public decision making, public officials should promote fair and equitable representation of …

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Corporate Governance - An Ethical Perspective

sta.uwi.edu

fines to companies that have taken measures to prevent employee misconduct (Metzger et al, 1994 and Paine, 1994). From an ethical dimension, at a fundamental level, the key issues of corporate governance involve questions concerning relationships and building trust (both within and outside the organization).

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