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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.

The discourse on AI ethics and governance has also moved forward. Over the last two years, governments and international organisations have begun issuing principles, frameworks and recommendations on AI ethics and governance. In January 2019, Singapore launched our Model AI Governance Framework

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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 …

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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

www.pdpc.gov.sg

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 …

www.pdpc.gov.sg

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

www.pdpc.gov.sg

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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FORENSIC AUDIT - ICSI

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five E’s of good governance and make the corporates to grow and develop on the parameters of being Effective, Efficient, Easy, Empower, and Equity’. In this background, where forensic audit is considered as a need of the hour for enhancing the corporate culture of India, this chapter covers the verve of the forensic audit including

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CONSEQUENCE MANAGEMENT POLICY (POLICY NUMBER …

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COMPANY SECRETARIES EXAMINATIONS, DECEMBER, 2021 …

www.icsi.edu

Corporate Restructuring, Valuation and Insolvency (Module – I) Drafting, Pleadings and Appearances (Module – I) 29.12.2021 Wednesday NO EXAMINATION Financial and Strategic Management (Module-II) (OMR Based) Ethics, Governance and Sustainability (Module – II) Resolution of Corporate Disputes, Non– Compliances and Remedies (Module – II)

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iced.cag.gov.in

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Fraud - PwC

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Fraud and poor governance are serious risks for all organisations. High-profi le cases in recent years have shown that dishonest behaviour not only undermines profi ts, operating effi ciencies and reliability, but can severely Fraud risk management damage an organisation’s reputation.

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