Search results for keyword 'accountability'

1. Accountability and Transparency

...accountability and Transparency...

Published by ADP

Accountability:

... accountability:...

Published by Adobe

Accountability:

...accountability also entails testing for and anticipating potential harms, taking preemptive steps to mitigate such harms, and maintaining systems to respond to unanticipated harmful outcomes....

Published by Adobe

Accountability

... accountability...

Published by The Alan Turing Institute

Accountability

...accountability By Design: All AI systems must be designed to facilitate end to end answerability and auditability....

Published by The Alan Turing Institute

4. HUMAN OVERSIGHT AND ACCOUNTABILITY

...HUMAN OVERSIGHT AND accountability...

Published by the Law, Society and Ethics Working Group of the AI Forum，New Zealand

4. HUMAN OVERSIGHT AND ACCOUNTABILITY

...Technologies capable of harming individuals or groups should not be deployed until stakeholders have determined appropriate accountability and liability....

Published by the Law, Society and Ethics Working Group of the AI Forum，New Zealand

Accountability

... accountability...

Published by Department of Industry, Innovation and Science, Australian Government

Accountability

...Those responsible for the different phases of the AI system lifecycle should be identifiable and accountable for the outcomes of the AI systems, and human oversight of AI systems should be enabled....

Published by Department of Industry, Innovation and Science, Australian Government

Accountability

...The application of legal principles regarding accountability for AI systems is still developing....

Published by Department of Industry, Innovation and Science, Australian Government

Accountability

...Mechanisms should be put in place to ensure responsibility and accountability for AI systems and their outcomes....

Published by Department of Industry, Innovation and Science, Australian Government

Accountability

...The organisation and individual accountable for the decision should be identifiable as necessary....

Published by Department of Industry, Innovation and Science, Australian Government

Accountability

...AI systems that have a significant impact on an individual's rights should be accountable to external review, this includes providing timely, accurate, and complete information for the purposes of independent oversight bodies....

Published by Department of Industry, Innovation and Science, Australian Government

· Be Ethical

...This may include, but not limited to: making the system as fair as possible, reducing possible discrimination and biases, improving its transparency, explainability and predictability, and making the system more traceable, auditable and accountable....

Published by Beijing Academy of Artificial Intelligence (BAAI); Peking University; Tsinghua University; Institute of Automation, Chinese Academy of Sciences; Institute of Computing Technology, Chinese Academy of Sciences; Artifical Intelligence Industry Innovation Strategy Alliance (AITISA); etc.

· Legal system improvement

...Both governance institutions and strict review and accountability mechanisms should be established to severely punish individuals and groups that abuse AI to infringe upon children's rights and interests....

Published by Beijing Academy of Artificial Intelligence (BAAI), Peking University, Tsinghua University and the Chinese Academy of Sciences, together with enterprises that focus on AI development.

· Transparency

...When accidents occur, the AI and related data will need to be transparent and accountable to an accident investigator, so that the process that led to the accident can be understood....

Published by Centre for International Governance Innovation (CIGI), Canada

· Accountability

...· accountability...

Published by Centre for International Governance Innovation (CIGI), Canada

· Accountability

...People and corporations who design and deploy AI systems must be accountable for how their systems are designed and operated....

Published by Centre for International Governance Innovation (CIGI), Canada

(i) Accountability:

... (i) accountability:...

Published by The Extended Working Group on Ethics of Artificial Intelligence (AI) of the World Commission on the Ethics of Scientific Knowledge and Technology (COMEST), UNESCO

(i) Accountability:

...Arrangements should be developed that will make possible to attribute accountability for AI driven decisions and the behaviour of AI systems....

Published by The Extended Working Group on Ethics of Artificial Intelligence (AI) of the World Commission on the Ethics of Scientific Knowledge and Technology (COMEST), UNESCO

· (6) Fairness, Accountability, and Transparency

...· (6) Fairness, accountability, and Transparency...

Published by Cabinet Office, Government of Japan

· (6) Fairness, Accountability, and Transparency

... Under the "AI Ready society", when using AI, fair and transparent decision making and accountability for the results should be appropriately ensured, and trust in technology should be secured, in order that people using AI will not be discriminated on the ground of the person's background or treated unjustly in light of human dignity....

Published by Cabinet Office, Government of Japan

(Preamble)

...DeepMind Ethics & Society is governed by five Principles that seek to guarantee the rigour, transparency and social accountability of its work....

Published by DeepMind

Collaborative and inclusive

...We believe a technology that has the potential to impact all of society must be shaped by and accountable to all of society....

Published by DeepMind

VII. Accountability

...accountability...

Published by European Commission

VII. Accountability

...Mechanisms should be put in place to ensure responsibility and accountability for AI systems and their outcomes, both before and after their implementation....

Published by European Commission

(c) Responsibility

...Research, design and development of AI, robotics and ‘autonomous’ systems should be guided by an authentic concern for research ethics, social accountability of developers, and global academic cooperation to protect fundamental rights and values and aim at designing technologies that support these, and not detract from them....

Published by European Group on Ethics in Science and New Technologies, European Commission

(f) Rule of law and accountability

... (f) Rule of law and accountability...

Published by European Group on Ethics in Science and New Technologies, European Commission

Principles for Accountable Algorithms

...Principles for accountable Algorithms...

Published by Fairness, Accountability, and Transparency in Machine Learning (FAT/ML)

(Preamble)

...Given that such algorithmically informed decisions have the potential for significant societal impact, the goal of this document is to help developers and product managers design and implement algorithmic systems in publicly accountable ways....

Published by Fairness, Accountability, and Transparency in Machine Learning (FAT/ML)

(Preamble)

...accountability in this context includes an obligation to report, explain, or justify algorithmic decision making as well as mitigate any negative social impacts or potential harms....

Published by Fairness, Accountability, and Transparency in Machine Learning (FAT/ML)

(Conclusion)

...We encourage you to incorporate those issues into your overall assessment of algorithmic accountability as well....

Published by Fairness, Accountability, and Transparency in Machine Learning (FAT/ML)

· 1.5. Accountability

...accountability...

Published by G20 Ministerial Meeting on Trade and Digital Economy

· 1.5. Accountability

...AI actors should be accountable for the proper functioning of AI systems and for the respect of the above principles, based on their roles, the context, and consistent with the state of art....

Published by G20 Ministerial Meeting on Trade and Digital Economy

· 4. Be accountable to people.

...Be accountable to people....

Published by Google

· 3. The Principle of Autonomy: “Preserve Human Agency”

...Furthermore, to ensure human agency, systems should be in place to ensure responsibility and accountability....

Published by The European Commission’s High-Level Expert Group on Artificial Intelligence

· 4. The Principle of Justice: “Be Fair”

...Lastly, the principle of justice also commands those developing or implementing AI to be held to high standards of accountability....

Published by The European Commission’s High-Level Expert Group on Artificial Intelligence

· 5. The Principle of Explicability: “Operate transparently”

...Explicability also requires accountability measures be put in place....

Published by The European Commission’s High-Level Expert Group on Artificial Intelligence

· 1. Accountability

...accountability...

Published by The European Commission’s High-Level Expert Group on Artificial Intelligence

· 1. Accountability

...Good AI governance should include accountability mechanisms, which could be very diverse in choice depending on the goals....

Published by The European Commission’s High-Level Expert Group on Artificial Intelligence

· 1. Accountability

...The choice of accountability mechanisms may also depend on the nature and weight of the activity, as well as the level of autonomy at play....

Published by The European Commission’s High-Level Expert Group on Artificial Intelligence

A Accountability

... A accountability...

Published by Institute of Business Ethics (IBE)

A Accountability

...accountability is central to the definition of good practice in corporate governance....

Published by Institute of Business Ethics (IBE)

1. Accountability:

...accountability:...

Published by IBM

2. Continued attention and vigilance, as well as accountability, for the potential effects and consequences of, artificial intelligence systems should be ensured, in particular by:

...Continued attention and vigilance, as well as accountability, for the potential effects and consequences of, artificial intelligence systems should be ensured, in particular by:...

Published by 40th International Conference of Data Protection and Privacy Commissioners (ICDPPC)

2. Continued attention and vigilance, as well as accountability, for the potential effects and consequences of, artificial intelligence systems should be ensured, in particular by:

...a. promoting accountability of all relevant stakeholders to individuals, supervisory authorities and other third parties as appropriate, including through the realization of audit, continuous monitoring and impact assessment of artificial intelligence systems, and periodic review of oversight mechanisms;...

Published by 40th International Conference of Data Protection and Privacy Commissioners (ICDPPC)

3. Principle 3 — Accountability

...Principle 3 — accountability...

Published by The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems

3. Principle 3 — Accountability

...Issue: How can we assure that designers, manufacturers, owners, and operators of A IS are responsible and accountable?...

Published by The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems

3. Principle 3 — Accountability

...To best address issues of responsibility and accountability:...

Published by The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems

3. Principle 3 — Accountability

...Legislatures courts should clarify issues of responsibility, culpability, liability, and accountability for A IS where possible during development and deployment (so that manufacturers and users understand their rights and obligations)....

Published by The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems

Accountability

... accountability...

Published by IEEE

· 1.5 Liability of AI Systems Due to Autonomy

...Acknowledging existing legal and regulatory frameworks, we are committed to partnering with relevant stakeholders to inform a reasonable accountability framework for all entities in the context of autonomous systems....

Published by Information Technology Industry Council (ITI)

2 Accountability

... 2 accountability...

Published by International Technology Law Association (ITechLaw)

2 Accountability

...Organisations that develop, deploy or use AI systems and any national laws that regulate such use shall respect and adopt the eight principles of this Policy Framework for Responsible AI (or other analogous accountability principles)....

Published by International Technology Law Association (ITechLaw)

2 Accountability

...In all instances, humans should remain accountable for the acts and omissions of AI systems....

Published by International Technology Law Association (ITechLaw)

• Require Accountability for Ethical Design and Implementation

... • Require accountability for Ethical Design and Implementation...

Published by Intel

• Require Accountability for Ethical Design and Implementation

...• Standing for “accountable Artificial Intelligence”: Governments, industry and academia should apply the Information Accountability Foundation’s principles to AI....

Published by Intel

• Require Accountability for Ethical Design and Implementation

...• Standing for “Accountable Artificial Intelligence”: Governments, industry and academia should apply the Information accountability Foundation’s principles to AI....

Published by Intel

Ensuring Accountability

... Ensuring accountability...

Published by Internet Society, "Artificial Intelligence and Machine Learning: Policy Paper"

Ensuring Accountability

...Principle: Legal accountability has to be ensured when human agency is replaced by decisions of AI agents....

Published by Internet Society, "Artificial Intelligence and Machine Learning: Policy Paper"

7. Accountability and Social Responsibility

...accountability and Social Responsibility...

Published by The Japanese Society for Artificial Intelligence (JSAI)

9. Principle of accountability

...Principle of accountability...

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

9. Principle of accountability

...Developers should make efforts to fulfill their accountability to stakeholders, including AI systems’ users....

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

9. Principle of accountability

...Developers are expected to fulfill their accountability for AI systems they have developed to gain users’ trust in AI systems....

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

10.Principle of accountability

... 10.Principle of accountability...

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

10.Principle of accountability

...AI service providers and business users should make efforts to fulfill their accountability to the stakeholders including consumer users and indirect users....

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

10.Principle of accountability

...A) Efforts to fulfill accountability...

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

10.Principle of accountability

...In light of the characteristics of AI to be used and its purpose, etc., AI service providers and business users may be expected to make efforts to establish appropriate accountability to consumer users, indirect users, and third parties affected by the use of AI, to gain enough trust in AI from people and society....

Published by Ministry of Internal Affairs and Communications (MIC), the Government of Japan

5. Accountability and timely correction

...accountability and timely correction...

Published by Megvii

5. Accountability and timely correction

...Artificial intelligence solutions should be auditable and accountable....

Published by Megvii

Accountability

... accountability...

Published by Microsoft

Accountability

...AI systems should have algorithmic accountability....

Published by Microsoft

B. Responsibility and Accountability:

...Responsibility and accountability:...

Published by The North Atlantic Treaty Organization (NATO)

B. Responsibility and Accountability:

...AI applications will be developed and used with appropriate levels of judgment and care; clear human responsibility shall apply in order to ensure accountability....

Published by The North Atlantic Treaty Organization (NATO)

6. Shared Responsibility

...AI accountability mechanisms should be established to clarify the responsibilities of researchers, developers, users, and relevant parties....

Published by National Governance Committee for the New Generation Artificial Intelligence, China

Chapter 1. General Principles

...(5) Strengthening accountability....

Published by National Governance Committee for the New Generation Artificial Intelligence, China

Chapter 1. General Principles

...Establish an accountability mechanism in AI related activities, and do not evade liability reviews and do not escape from responsibilities....

Published by National Governance Committee for the New Generation Artificial Intelligence, China

Accountability

... accountability...

Published by New Work Summit, hosted by The New York Times

Accountability

...There should be a common set of standards by which companies are held accountable for the use and impact of their A.I....

Published by New Work Summit, hosted by The New York Times

· 5. A.I. must have algorithmic accountability so that humans can undo unintended harm. We must design these technologies for the expected and the unexpected.

...must have algorithmic accountability so that humans can undo unintended harm....

Published by Satya Nadella, CEO of Microsoft

· 4. (Humans will need) Judgment and accountability

...(Humans will need) Judgment and accountability...

Published by Satya Nadella, CEO of Microsoft

· 4. (Humans will need) Judgment and accountability

...We may be willing to accept a computer generated diagnosis or legal decision, but we will still expect a human to be ultimately accountable for the outcomes....

Published by Satya Nadella, CEO of Microsoft

· 1.5. Accountability

...accountability...

Published by The Organisation for Economic Co-operation and Development (OECD)

· 1.5. Accountability

...AI actors should be accountable for the proper functioning of AI systems and for the respect of the above principles, based on their roles, the context, and consistent with the state of art....

Published by The Organisation for Economic Co-operation and Development (OECD)

4. We believe that AI research and development efforts need to be actively engaged with and accountable to a broad range of stakeholders.

...We believe that AI research and development efforts need to be actively engaged with and accountable to a broad range of stakeholders....

Published by Partnership on AI

1. Accountability

...accountability...

Published by Personal Data Protection Commission (PDPC), Singapore

1. Accountability

...Ensure that AI actors are responsible and accountable for the proper functioning of AI systems and for the respect of AI ethics and principles, based on their roles, the context, and consistency with the state of art....

Published by Personal Data Protection Commission (PDPC), Singapore

10. Responsibility, accountability and transparency

...Responsibility, accountability and transparency...

Published by Personal Data Protection Commission (PDPC), Singapore

10. Responsibility, accountability and transparency

...Build trust by ensuring that designers and operators are responsible and accountable for their systems, applications and algorithms, and to ensure that such systems, applications and algorithms operate in a transparent and fair manner....

Published by Personal Data Protection Commission (PDPC), Singapore

2. AI must be held to account – and so must users

...With trust, comes responsibility and AI needs to be held accountable for its actions and decisions, just like humans....

Published by Sage

2. AI must be held to account – and so must users

...Technology should not be allowed to become too clever to be accountable....

Published by Sage

3. Accountability

...accountability...

Published by Samsung

· 1) Accountability:

...· 1) accountability:...

Published by Youth Work Committee of Shanghai Computer Society

· 1) Accountability:

...We are committed to confirming test standards, deployment processes and specifications, ensuring algorithms verifiable, and gradually improving the accountability and supervision mechanism of artificial intelligence systems....

Published by Youth Work Committee of Shanghai Computer Society

· We will make AI systems accountable

...· We will make AI systems accountable...

Published by Smart Dubai

· We will make AI systems accountable

...accountability for the outcomes of an AI system lies not with the system itself but is apportioned between those who design, develop and deploy it...

Published by Smart Dubai

· 8. accountability

...· 8. accountability...

Published by The Ministry of Science and ICT (MSIT) and the Korea Information Society Development Institute (KISDI)

3. Organizations are accountable for the actions of AI systems, and should build systems that are auditable;

...Organizations are accountable for the actions of AI systems, and should build systems that are auditable;...

Published by The Treasury Board Secretariat of Canada (TBS)

5. Accountable

...accountable...

Published by Telia Company AB

3. Manufacturers and operators of AI shall be accountable.

...Manufacturers and operators of AI shall be accountable....

Published by The Future Society, Science, Law and Society (SLS) Initiative

3. Manufacturers and operators of AI shall be accountable.

...accountability means the ability to assign responsibility for the effects caused by AI or its operators....

Published by The Future Society, Science, Law and Society (SLS) Initiative

(Preamble)

...The rise of AI decision making also implicates fundamental rights of fairness, accountability, and transparency....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

1. Right to Transparency.

...The aim of this principle is to enable independent accountability for automated decisions, with a primary emphasis on the right of the individual to know the basis of an adverse determination....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

2. Right to Human Determination.

...But the aim remains to ensure accountability....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

3. Identification Obligation.

...The Identification Obligation establishes the foundation of AI accountability which is to make clear the identity of an AI system and the institution responsible....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

5. Assessment and Accountability Obligation.

...Assessment and accountability Obligation....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

5. Assessment and Accountability Obligation.

...The Assessment and accountability Obligation speaks to the obligation to assess an AI system prior to and during deployment....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

10. Prohibition on Secret Profiling.

...The aim is to avoid the information asymmetry that arises increasingly with AI systems and to ensure the possibility of independent accountability....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

12. Termination Obligation.

...The Termination Obligation is the ultimate statement of accountability for an AI system....

Published by The Public Voice coalition, established by Electronic Privacy Information Center (EPIC)

Second principle: Responsibility

...Human responsibility for AI enabled systems must be clearly established, ensuring accountability for their outcomes, with clearly defined means by which human control is exercised throughout their lifecycles....

Published by The Ministry of Defence (MOD), United Kingdom

Second principle: Responsibility

...The increased speed, complexity and automation of AI enabled systems may complicate our understanding of pre existing concepts of human control, responsibility and accountability....

Published by The Ministry of Defence (MOD), United Kingdom

Second principle: Responsibility

...Collectively, these articulations of human control, responsibility and risk ownership must enable clear accountability for the outcomes of any AI enabled system in Defence....

Published by The Ministry of Defence (MOD), United Kingdom

Second principle: Responsibility

...There must be no deployment or use without clear lines of responsibility and accountability, which should not be accepted by the designated duty holder unless they are satisfied that they can exercise control commensurate with the various risks....

Published by The Ministry of Defence (MOD), United Kingdom

Third principle: Understanding

...While the ‘black box’ nature of some machine learning systems means that they are difficult to fully explain, we must be able to audit either the systems or their outputs to a level that satisfies those who are duly and formally responsible and accountable....

Published by The Ministry of Defence (MOD), United Kingdom

· Right to Privacy, and Data Protection

...AI actors need to ensure that they are accountable for the design and implementation of AI systems in such a way as to ensure that personal information is protected throughout the life cycle of the AI system....

Published by The United Nations Educational, Scientific and Cultural Organization (UNESCO)

· Human oversight and determination

...It may be the case that sometimes humans would choose to rely on AI systems for reasons of efficacy, but the decision to cede control in limited contexts remains that of humans, as humans can resort to AI systems in decision making and acting, but an AI system can never replace ultimate human responsibility and accountability....

Published by The United Nations Educational, Scientific and Cultural Organization (UNESCO)

· Transparency and explainability

...Transparency and explainability relate closely to adequate responsibility and accountability measures, as well as to the trustworthiness of AI systems....

Published by The United Nations Educational, Scientific and Cultural Organization (UNESCO)

· Responsibility and accountability

...· Responsibility and accountability...

Published by The United Nations Educational, Scientific and Cultural Organization (UNESCO)

· Responsibility and accountability

...Appropriate oversight, impact assessment, audit and due diligence mechanisms, including whistle blowers’ protection, should be developed to ensure accountability for AI systems and their impact throughout their life cycle....

Published by The United Nations Educational, Scientific and Cultural Organization (UNESCO)

1. Demand That AI Systems Are Transparent

...D. If accidents occur, the AI will need to be transparent and accountable to an accident investigator, so the internal process that led to the accident can be understood....

Published by UNI Global Union

1. Demand That AI Systems Are Transparent

...G. Following an accident, judges, juries, lawyers, and expert witnesses involved in the trial process require transparency and accountability to inform evidence and decision making....

Published by UNI Global Union

2. Equip AI Systems With an “Ethical Black Box”

...Full transparency in an AI system should be facilitated by the presence of a device that can record information about said system in the form of an “ethical black box” that not only contains relevant data to ensure transparency and accountability of a system, but also includes clear data and information on the ethical considerations built into said system....

Published by UNI Global Union

7. Secure a Just Transition and Ensuring Support for Fundamental Freedoms and Rights

...To ensure a just transition, as well as sustainable future developments, it is vital that corporate policies are put in place that ensure corporate accountability in relation to this displacement, such as retraining programmes and job change possibilities....

Published by UNI Global Union

6. Provide transparency, explainability and accountability for children

...Provide transparency, explainability and accountability for children...

Published by United Nations Children's Fund (UNICEF) and the Ministry of

Transparent and Accountable.

... Transparent and accountable....

Published by Intelligence Community (IC), United States

Transparent and Accountable.

...We will develop and employ mechanisms to identify responsibilities and provide accountability for the use of AI and its outcomes....

Published by Intelligence Community (IC), United States

2. Public Participation

...Public participation, especially in those instances where AI uses information about individuals, will improve agency accountability and regulatory outcomes, as well as increase public trust and confidence....

Published by The White House Office of Science and Technology Policy (OSTP), United States

4. Risk Assessment and Management

...Agencies should be transparent about their evaluations of risk and re evaluate their assumptions and conclusions at appropriate intervals so as to foster accountability....

Published by The White House Office of Science and Technology Policy (OSTP), United States

5. Benefits and Costs

...For example, while the broader legal environment already applies to AI applications, the application of existing law to questions of responsibility and liability for decisions made by AI could be unclear in some instances, leading to the need for agencies, consistent with their authorities, to evaluate the benefits, costs, and distributional effects associated with any identified or expected method for accountability....

Published by The White House Office of Science and Technology Policy (OSTP), United States

Principles for Algorithmic Transparency and Accountability

...Principles for Algorithmic Transparency and accountability...

Published by ACM US Public Policy Council (USACM)

3. Accountability

...accountability...

Published by ACM US Public Policy Council (USACM)

Be Accountable.

... Be accountable....

Published by Unity Technologies

Transparency and accountability

... Transparency and accountability...

Published by Vodafone Group

4 Foster responsibility and accountability

... 4 Foster responsibility and accountability...

Published by World Health Organization (WHO)

4 Foster responsibility and accountability

...When something does go wrong in application of an AI technology, there should be accountability....

Published by World Health Organization (WHO)

4 Foster responsibility and accountability

...When medical decisions by AI technologies harm individuals, responsibility and accountability processes should clearly identify the relative roles of manufacturers and clinical users in the harm....

Published by World Health Organization (WHO)

Contact

Institute of Automation, Chinese Academy of Sciences
95 Zhongguancun East Road,
Haidian District, Beijing,
China 100190
Principal Investigator - Yi Zeng
contact@long-term-ai.cn

Contributors: Cunqing Huangfu, Enmeng Lu, Zizhe Ruan et al.

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Brain-inspired Cognitive Intelligence Lab, Institute of Automation, Chinese Academy of Sciences
International Research Center for AI Ethics and Governance, Institute of Automation, Chinese Academy of Sciences
All Rights Reserved