Safe and Ethical AI (SEA) Platform Network · Linking Artificial Intelligence Principles (LAIP)

1. Accountability and Transparency

...Accountability and transparency...

Published by ADP

· Article 6: Transparent and explainable.

...· Article 6: transparent and explainable....

Published by Artificial Intelligence Industry Alliance (AIIA), China

· Article 6: Transparent and explainable.

...Continuously improve the transparency of artificial intelligence systems....

Published by Artificial Intelligence Industry Alliance (AIIA), China

· Article 11: Formulate standards.

...Enhance the measurability of ethical principles such as security and controllability, transparency and explainability, privacy protection, and diversity and inclusiveness; and simultaneously build corresponding assessment capabilities....

Published by Artificial Intelligence Industry Alliance (AIIA), China

1. Transparency and Explainability

...transparency and Explainability...

Published by ASEAN

1. Transparency and Explainability

...transparency refers to providing disclosure on when an AI system is being used and the involvement of an AI system in decision making, what kind of data it uses, and its purpose....

Published by ASEAN

1. Transparency and Explainability

...In line with the principle of transparency, deployers have a responsibility to clearly disclose the implementation of an AI system to stakeholders and foster general awareness of the AI system being used....

Published by ASEAN

1. Transparency and Explainability

...An example of transparency in an AI enabled ecommerce platform is informing users that their purchase history is used by the platform’s recommendation algorithm to identify similar products and display them on the users’ feeds....

Published by ASEAN

1. Transparency and Explainability

...In cases where AI systems are procured directly from developers, deployers will have to work together with these developers to achieve transparency....

Published by ASEAN

5. Privacy and Data Governance

...Organisations should be transparent about their data collection practices, including the types of data collected, how it is used, and who has access to it....

Published by ASEAN

3. TRANSPARENCY

...transparency...

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

3. TRANSPARENCY

...The operation and impacts of an AI system should be transparent, traceable, auditable and generally explainable to a degree appropriate to its use and potential risk profile so outcomes can be understood and challenged, particularly where they relate to people....

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

Transparency and explainability.

... transparency and explainability....

Published by OFFICE OF THE CHIEF OF MINISTERS UNDERSECRETARY OF INFORMATION TECHNOLOGIES

Transparency and explainability.

...transparency and explainability of AI systems are often essential preconditions for ensuring that human rights, fundamental freedoms and ethical principles are respected, protected and promoted....

Published by OFFICE OF THE CHIEF OF MINISTERS UNDERSECRETARY OF INFORMATION TECHNOLOGIES

Transparency and explainability

... transparency and explainability...

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

Transparency and explainability

...There should be transparency and responsible disclosure to ensure people know when they are being significantly impacted by an AI system, and can find out when an AI system is engaging with them....

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

Transparency and explainability

...Achieving transparency in AI systems through responsible disclosure is important to each stakeholder group for the following reasons...

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

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.

· Explain accordingly

...AI models, products, applications, and services should, on the basis of continuous efforts to improve their own transparency and interpretability, further consider the cognitive levels, self needs, and expression abilities of children at different stages, provide the corresponding level of transparency and explanations, and provide children with effective feedback mechanisms and interaction methods....

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.

· Explain accordingly

...AI models, products, applications, and services should, on the basis of continuous efforts to improve their own transparency and interpretability, further consider the cognitive levels, self needs, and expression abilities of children at different stages, provide the corresponding level of transparency and explanations, and provide children with effective feedback mechanisms and interaction methods....

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.

Be Responsible

...AI models and algorithms related to Biodiversity Conservation should be as transparent, interpretable, and traceable as possible....

Published by International Research Center for AI Ethics and Governance, Instituteof Automation, Chinese Academy of Sciences，World Animal Protection Beijing Representative Office and other 7 entities

Transparency Principle

... transparency Principle...

Published by Center for AI and Digital Policy

Transparency Principle

...The elements of the transparency Principle can be found in several modern privacy laws, including the US Privacy Act, the EU Data Protection Directive, the GDPR, and the Council of Europe Convention 108....

Published by Center for AI and Digital Policy

· Transparency

...· transparency...

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

· Transparency

...transparency is not necessarily nor only a question of open source code....

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

· Transparency

...Intellectual property, and sometimes even cyber security, is rewarded by a lack of transparency....

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

· Transparency

...In the absence of transparency regarding their algorithms’ purpose and actual effect, it is impossible to ensure that competition, labour, workplace safety, privacy and liability laws are being upheld....

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

· 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

(f) Transparency:

... (f) transparency:...

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

(f) Transparency:

...The data used to train AI systems should be transparent....

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

2. be transparent about how and when we are using AI, starting with a clear user need and public benefit

... 2. be transparent about how and when we are using AI, starting with a clear user need and public benefit...

Published by Government of Canada

· Fairness and justice

...AI should be transparent and objective when it contributes to climate action....

Published by International Research Center for AI Ethics and Governance, Instituteof Automation, Chinese Academy of Sciences and other 10 entities

(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

Transparent and open

... transparent and open...

Published by DeepMind

4. We are transparent.

...We are transparent....

Published by Deutsche Telekom

4. We are transparent.

...And, we are transparent about how we use customer data....

Published by Deutsche Telekom

6. We set the framework.

...They are transparent, auditable, fair, and fully documented....

Published by Deutsche Telekom

3. Traceable.

...DoD’s AI engineering discipline should be sufficiently advanced such that technical experts possess an appropriate understanding of the technology, development processes, and operational methods of its AI systems, including transparent and auditable methodologies, data sources, and design procedure and documentation....

Published by Defense Innovation Board (DIB), Department of Defense (DoD), United States

IV. Transparency

...transparency...

Published by European Commission

IV. Transparency

...In addition, explanations of the degree to which an AI system influences and shapes the organisational decision making process, design choices of the system, as well as the rationale for deploying it, should be available (hence ensuring not just data and system transparency, but also business model transparency)....

Published by European Commission

IV. Transparency

...In addition, explanations of the degree to which an AI system influences and shapes the organisational decision making process, design choices of the system, as well as the rationale for deploying it, should be available (hence ensuring not just data and system transparency, but also business model transparency)....

Published by European Commission

(b) Autonomy

...This also involves the transparency and predictability of ‘autonomous’ systems, without which users would not be able to intervene or terminate them if they would consider this morally required....

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

· 4) Research Culture

...A culture of cooperation, trust, and transparency should be fostered among researchers and developers of AI....

Published by Future of Life Institute (FLI), Beneficial AI 2017

· 7) Failure Transparency

...· 7) Failure transparency...

Published by Future of Life Institute (FLI), Beneficial AI 2017

· 8) Judicial Transparency

...· 8) Judicial transparency...

Published by Future of Life Institute (FLI), Beneficial AI 2017

· 1.3. Transparency and explainability

...transparency and explainability...

Published by G20 Ministerial Meeting on Trade and Digital Economy

· 1.3. Transparency and explainability

...AI Actors should commit to transparency and responsible disclosure regarding AI systems....

Published by G20 Ministerial Meeting on Trade and Digital Economy

Be transparent and produce explainable outputs

... Be transparent and produce explainable outputs...

Published by GE Healthcare

· 5. Incorporate privacy design principles.

...We will give opportunity for notice and consent, encourage architectures with privacy safeguards, and provide appropriate transparency and control over the use of data....

Published by Google

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

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

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

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

...transparency is key to building and maintaining citizen’s trust in the developers of AI systems and AI systems themselves....

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

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

...Both technological and business model transparency matter from an ethical standpoint....

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

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

...Technological transparency implies that AI systems be auditable, comprehensible and intelligible by human beings at varying levels of comprehension and expertise....

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

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

...Business model transparency means that human beings are knowingly informed of the intention of developers and technology implementers of AI systems....

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

· 5. Non Discrimination

...Harm may also result from exploitation of consumer biases or unfair competition, such as homogenisation of prices by means of collusion or non transparent market....

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

· 10. Transparency

...transparency...

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

· 10. Transparency

...transparency concerns the reduction of information asymmetry....

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

· 10. Transparency

...Explainability – as a form of transparency – entails the capability to describe, inspect and reproduce the mechanisms through which AI systems make decisions and learn to adapt to their environments, as well as the provenance and dynamics of the data that is used and created by the system....

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

2. Artificial intelligence should operate on principles of intelligibility and fairness.

...Without this, regulators may need to step in and prohibit the use of opaque technology in significant and sensitive areas of life and society....

Published by House of Lords of United Kingdom, Select Committee on Artificial Intelligence

T Transparency

... T transparency...

Published by Institute of Business Ethics (IBE)

T Transparency

...Being transparent and opening source material in computer science is an important step....

Published by Institute of Business Ethics (IBE)

2. Transparency

...transparency...

Published by IBM

Principles for Trust and Transparency

...Principles for Trust and transparency...

Published by IBM

3. New technology, including AI systems, must be transparent and explainable

...New technology, including AI systems, must be transparent and explainable...

Published by IBM

3. New technology, including AI systems, must be transparent and explainable

...For the public to trust AI, it must be transparent....

Published by IBM

3. Artificial intelligence systems transparency and intelligibility should be improved, with the objective of effective implementation, in particular by:

...Artificial intelligence systems transparency and intelligibility should be improved, with the objective of effective implementation, in particular by:...

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

3. Artificial intelligence systems transparency and intelligibility should be improved, with the objective of effective implementation, in particular by:

...b. promoting transparency, intelligibility and reachability, for instance through the development of innovative ways of communication, taking into account the different levels of transparency and information required for each relevant audience,...

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

3. Artificial intelligence systems transparency and intelligibility should be improved, with the objective of effective implementation, in particular by:

...b. promoting transparency, intelligibility and reachability, for instance through the development of innovative ways of communication, taking into account the different levels of transparency and information required for each relevant audience,...

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

3. Artificial intelligence systems transparency and intelligibility should be improved, with the objective of effective implementation, in particular by:

...c. making organizations’ practices more transparent, notably by promoting algorithmic transparency and the auditability of systems, while ensuring meaningfulness of the information provided, and...

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

3. Artificial intelligence systems transparency and intelligibility should be improved, with the objective of effective implementation, in particular by:

...c. making organizations’ practices more transparent, notably by promoting algorithmic transparency and the auditability of systems, while ensuring meaningfulness of the information provided, and...

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

· Safety Assurance Framework

...States should mandate that developers conduct regular testing for concerning capabilities, with transparency provided through independent pre deployment audits by third parties granted sufficient access to developers’ staff, systems and records necessary to verify the developer’s claims....

Published by IDAIS (International Dialogues on AI Safety)

4. Principle 4 — Transparency

...Principle 4 — transparency...

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

4. Principle 4 — Transparency

...Issue: How can we ensure that A IS are transparent?...

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

4. Principle 4 — Transparency

...Develop new standards* that describe measurable, testable levels of transparency, so that systems can be objectively assessed and levels of compliance determined....

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

4. Principle 4 — Transparency

...For designers, such standards will provide a guide for self assessing transparency during development and suggest mechanisms for improving transparency....

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

4. Principle 4 — Transparency

...For designers, such standards will provide a guide for self assessing transparency during development and suggest mechanisms for improving transparency....

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

4. Principle 4 — Transparency

...(The mechanisms by which transparency is provided will vary significantly, for instance 1) for users of care or domestic robots, a why did you do that button which, when pressed, causes the robot to explain the action it just took, 2) for validation or certification agencies, the algorithms underlying the A IS and how they have been verified, and 3) for accident investigators, secure storage of sensor and internal state data, comparable to a flight data recorder or black box.)...

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

Transparency

... transparency...

Published by IEEE

3 Transparency and Explainability

... 3 transparency and Explainability...

Published by International Technology Law Association (ITechLaw)

3 Transparency and Explainability

...Organisations that develop, deploy or use AI systems and any national laws that regulate such use shall ensure that, to the extent reasonable given the circumstances and state of the art of the technology, such use is transparent and that the decision outcomes of the AI system are explainable....

Published by International Technology Law Association (ITechLaw)

transparent and explicable, eg, applying a “human on the loop” approach to ensure that fintech players have the knowledge and ability to control AI based application processes, and can explain them to consumers; and

... transparent and explicable, eg, applying a “human on the loop” approach to ensure that fintech players have the knowledge and ability to control AI based application processes, and can explain them to consumers; and...

Published by Ministry of Communication and Informatics

• Require Accountability for Ethical Design and Implementation

...• transparent decisions: Governments should determine which AI implementations require algorithm explainability to mitigate discrimination and harm to individuals....

Published by Intel

Public Empowerment

...Provide the public with information: While full transparency around a service’s machine learning techniques and training data is generally not advisable due to the security risk, the public should be provided with enough information to make it possible for people to question its outcomes....

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

Open Governance

...Promote Multistakeholder Governance: Organizations, institutions and processes related to the governance of AI need to adopt an open, transparent and inclusive approach....

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

Open Governance

...It should be based on four key attributes: Inclusiveness and transparency; Collective responsibility; Effective decision making and implementation and Collaboration through distributed and interoperable governance...

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

2. Principle of transparency

...Principle of transparency...

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

9. Principle of transparency

...Principle of transparency...

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

3. There must be transparency and responsible disclosure around AI systems, to ensure that people understand their results and can challenge them.

...There must be transparency and responsible disclosure around AI systems, to ensure that people understand their results and can challenge them....

Published by National Institute of Transparency, Access to Information and Protection of Personal Data (INAI)

Transparency

... transparency...

Published by Microsoft

5. Knowledge

...How transparent should the internal decision making processes of algorithms be?...

Published by University of Montreal, Forum on the Socially Responsible Development of AI

5 DEMOCRATIC PARTICIPATION PRINCIPLE

...Justiﬁcation consists in making transparent the most important factors and parameters shaping the decision, and should take the same form as the justiﬁcation we would demand of a human making the same kind of decision....

Published by University of Montreal

5 DEMOCRATIC PARTICIPATION PRINCIPLE

...5) In accordance with the transparency requirement for public decisions, the code for decision making algorithms used by public authorities must be accessible to all, with the exception of algorithms that present a high risk of serious danger if misused....

Published by University of Montreal

C. Explainability and Traceability:

...AI applications will be appropriately understandable and transparent, including through the use of review methodologies, sources, and procedures....

Published by The North Atlantic Treaty Organization (NATO)

5. Safety and Controllability

...The transparency, interpretability, reliability, and controllability of AI systems should be improved continuously to make the systems more traceable, trustworthy, and easier to audit and monitor....

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

Chapter 3. The Norms of Research and Development

...Enhance safety, security and transparency....

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

Chapter 3. The Norms of Research and Development

...In the phases of algorithm design, implementation, and application, etc., improve transparency, interpretability, understandability, reliability, and controllability, enhance the resilience, adaptability, and the ability of anti interference of AI systems, and gradually realize verifiable, auditable, supervisable, traceable, predictable and trustworthy AI....

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

Transparency

... transparency...

Published by Government of New South Welsh, Australia

Transparency

...Not only must the people of NSW have high levels of assurance that data is being used safely and in accordance with relevant legislation, they must also have access to an efficient and transparent review mechanism if there are questions about the use of data or AI informed outcomes....

Published by Government of New South Welsh, Australia

Transparency

... transparency...

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

Transparency

...Companies should be transparent about the design, intention and use of their A.I....

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

· 2. A.I. must be transparent

...must be transparent...

Published by Satya Nadella, CEO of Microsoft

· 1.3. Transparency and explainability

...transparency and explainability...

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

· 1.3. Transparency and explainability

...AI Actors should commit to transparency and responsible disclosure regarding AI systems....

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

2. Transparency and openness

...transparency and openness...

Published by OP Financial Group

2. Transparency and openness

...We will act openly in our relations with customers, partners and stakeholders, ensuring sufficient transparency for the evaluation of the AI we have developed....

Published by OP Financial Group

1. Transparent and explainable

...transparent and explainable...

Published by Government of Ontario, Canada

1. Transparent and explainable

...There must be transparent use and responsible disclosure around data enhanced technology like AI, automated decisions and machine learning systems to ensure that people understand outcomes and can discuss, challenge and improve them....

Published by Government of Ontario, Canada

1. Transparent and explainable

...transparent use is the key principle that helps enable other principles while building trust and confidence in government use of data enhanced technologies....

Published by Government of Ontario, Canada

1. Transparent and explainable

...For more on this, please consult the transparency Guidelines....

Published by Government of Ontario, Canada

a. Organisations using AI in decision making should ensure that the decision making process is explainable, transparent and fair.

... a. Organisations using AI in decision making should ensure that the decision making process is explainable, transparent and fair....

Published by Personal Data Protection Commission (PDPC), Singapore

a. Organisations using AI in decision making should ensure that the decision making process is explainable, transparent and fair.

...Although perfect explainability, transparency and fairness are impossible to attain, organisations should strive to ensure that their use or application of AI is undertaken in a manner that reflects the objectives of these principles as far as possible....

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

Design for human control, accountability, and intended use

...Our user experience enforces accountability, responsible use, and transparency of consequences....

Published by Rebelliondefense

Design for human control, accountability, and intended use

...Accountability is enforced by providing customers with insight into the provenance of data sources, methodologies, and design processes in easily understood and transparent language....

Published by Rebelliondefense

1. Transparency:

...transparency:...

Published by The Pontifical Academy for Life, Microsoft, IBM, FAO, the Italia Government

3. Responsibility:

...those who design and deploy the use of AI must proceed with responsibility and transparency;...

Published by The Pontifical Academy for Life, Microsoft, IBM, FAO, the Italia Government

c) Transparency

... c) transparency...

Published by Office of the President of the Russian Federation, Decree of the President of the Russian Federation on the Development of Artificial Intelligence in the Russian Federation

c) Transparency

...transparency: the intelligibility of artificial intelligence work and the process whereby it achieves results, as well as nondiscriminatory access by the users of products that have been created on the basis of artificial intelligence technologies to information about the artificial intelligence operating algorithms employed in these products;...

Published by Office of the President of the Russian Federation, Decree of the President of the Russian Federation on the Development of Artificial Intelligence in the Russian Federation

· 3. HUMANS ARE ALWAYS RESPONSIBILITY FOR THE CONSEQUENCES OF THE APPLICATION OF AN AIS

...They should also ensure the transparency of AIS use, including the possibility of cancellation by a person and (or) the prevention of making socially and legally significant decisions and actions by the AIS at any stage in its life cycle, where reasonably applicable....

Published by AI Alliance Russia

· 6. IMPORTANCE OF MAXIMUM TRANSPARENCY AND TRUTHFULNESS IN INFORMATION ON THE LEVEL OF DEVELOPMENT, CAPABILITIES AND RISKS OF AI TECHNOLOGIES

...IMPORTANCE OF MAXIMUM transparency AND TRUTHFULNESS IN INFORMATION ON THE LEVEL OF DEVELOPMENT, CAPABILITIES AND RISKS OF AI TECHNOLOGIES...

Published by AI Alliance Russia

· 2. MECHANISM OF ACCESSION AND IMPLEMENTATION OF THE CODE

...For the timely exchange of best practices, the useful and safe application of AIS built on the basic principles of this Code, increasing the transparency of developers' activities, and maintaining healthy competition in the AIS market, AI Actors may create a set of best and or worst practices for solving emerging ethical issues in the AI life cycle, selected according to the criteria established by the professional community....

Published by AI Alliance Russia

· 3. HUMANS ARE ALWAYS RESPONSIBILE FOR THE CONSEQUENCES OF AI SYSTEMS APPLICATION

...AI Actors should also ensure transparency of AI systems use, the opportunity of cancellation by a person and (or) prevention of socially and legally significant decisions and actions of AI systems at any stage of their life cycle where it is reasonably applicable....

Published by AI Alliance Russia

· 6. MAXIMUM TRANSPARENCY AND RELIABILITY OF INFORMATION CONCERNING THE LEVEL OF AI TECHNOLOGIES DEVELOPMENT, THEIR CAPABILITIES AND RISKS ARE CRUCIAL

...MAXIMUM transparency AND RELIABILITY OF INFORMATION CONCERNING THE LEVEL OF AI TECHNOLOGIES DEVELOPMENT, THEIR CAPABILITIES AND RISKS ARE CRUCIAL...

Published by AI Alliance Russia

· 2. ACCESSION MECHANISM AND IMPLEMENTATION OF THE CODE

...In order to ensure timely exchange of best practices of useful and safe AI systems application built on the basic principles of this Code, increase the transparency of developers' activities and maintain healthy and fair competition on the AI systems market, AI Actors can create a set of best and or worst practical examples of how to solve emerging ethical issues in the AI life cycle and selected according to the criteria established by the professional community....

Published by AI Alliance Russia

4. We strive for transparency and integrity in all that we do

...We strive for transparency and integrity in all that we do...

Published by SAP

4. We strive for transparency and integrity in all that we do

...We actively support industry collaboration and will conduct research to further system transparency....

Published by SAP

6. Transparent regulation

...transparent regulation...

Published by Shanghai Advisory Committee of Experts on Artificial Intelligence Industry Security

2. Transparency

...transparency...

Published by Samsung

2. Transparency

...The process of collecting or utilizing personal data will be transparent....

Published by Samsung

Principle 6 – Transparency & Explainability

... Principle 6 – transparency & Explainability...

Published by SDAIA

Principle 6 – Transparency & Explainability

...The transparency and explainability principle is crucial for building and maintaining trust in AI systems and technologies....

Published by SDAIA

Principle 6 – Transparency & Explainability

...It follows that data, algorithms, capabilities, processes, and purpose of the AI system need to be transparent and communicated as well as explainable to those who are directly and indirectly affected....

Published by SDAIA

Principle 6 – Transparency & Explainability

...The degree to which the system is traceable, auditable, transparent, and explainable is dependent on the context and purpose of the AI system and the severity of the outcomes that may result from the technology....

Published by SDAIA

· Plan and Design:

...1 When designing a transparent and trusted AI system, it is vital to ensure that stakeholders affected by AI systems are fully aware and informed of how outcomes are processed....

Published by SDAIA

· Plan and Design:

...AI system owners must define the level of transparency for different stakeholders on the technology based on data privacy, sensitivity, and authorization of the stakeholders....

Published by SDAIA

· Plan and Design:

...2 The AI system should be designed to include an information section in the platform to give an overview of the AI model decisions as part of the overall transparency application of the technology....

Published by SDAIA

· Plan and Design:

...The model should establish a process mechanism to log and address issues and complaints that arise to be able to resolve them in a transparent and explainable manner....

Published by SDAIA

· Plan and Design:

...1 The data sets and the processes that yield the AI system’s decision should be documented to the best possible standard to allow for traceability and an increase in transparency....

Published by SDAIA

· Plan and Design:

...This has a direct effect on the training and implementation of these systems since the criteria for the data’s organization, and structuring must be transparent and explainable in their acquisition and collection adhering to data privacy regulations and intellectual property standards and controls....

Published by SDAIA

· Build and Validate:

...1 transparency in AI is thought about from two perspectives, the first is the process behind it (the design and implementation practices that lead to an algorithmically supported outcome) and the second is in terms of its product (the content and justification of that outcome)....

Published by SDAIA

· Build and Validate:

...Algorithms should be developed in a transparent way to ensure that input transparency is evident and explainable to the end users of the AI system to be able to provide evidence and information on the data used to process the decisions that have been processed....

Published by SDAIA

· Build and Validate:

...Algorithms should be developed in a transparent way to ensure that input transparency is evident and explainable to the end users of the AI system to be able to provide evidence and information on the data used to process the decisions that have been processed....

Published by SDAIA

· Build and Validate:

...2 transparent and explainable algorithms ensure that stakeholders affected by AI systems, both individuals and communities, are fully informed when an outcome is processed by the AI system by providing the opportunity to request explanatory information from the AI system owner....

Published by SDAIA

· Deploy and Monitor:

...and execution of the AI system transparent....

Published by SDAIA

3.1 Explainability and verifiability

...Clarity in the context of these Guidelines means that all processes: development, testing, commissioning, system monitoring and shutdown must be transparent....

Published by Republic of Serbia

· 1) Privacy:

...Stipulate relevant laws and regulations, verify user ownership, strengthen the awareness of privacy protection, develop algorithms and technologies of privacy protection, collect and use data in an open, transparent and lawful manner....

Published by Youth Work Committee of Shanghai Computer Society

· 2) Transparency:

...· 2) transparency:...

Published by Youth Work Committee of Shanghai Computer Society

· 2) Transparency:

...Artificial intelligence should be transparent and interpretable....

Published by Youth Work Committee of Shanghai Computer Society

· 2) Transparency:

...We are committed to conducting open source and interpretative research, reducing research on blind black box algorithm, and enhancing multi layered transparency, thus attesting to the compliance with the proposed framework of ethics....

Published by Youth Work Committee of Shanghai Computer Society

· 2) Humanistic approach:

...We are committed to providing transparent, understandable decision interpretations and interactive tools, allowing users to join, monitor or involve in the decision making process....

Published by Youth Work Committee of Shanghai Computer Society

· We will make AI systems transparent

...· We will make AI systems transparent...

Published by Smart Dubai

· We will make AI systems transparent

...Within the limits of privacy and the preservation of intellectual property, those who deploy AI systems should be transparent about the data and algorithms they use...

Published by Smart Dubai

6. Pursuit of Transparency

...Pursuit of transparency...

Published by Sony Group

· 10. transparency

...· 10. transparency...

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

· ⑩ Transparency

...· ⑩ transparency...

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

· ⑩ Transparency

...In order to build social trust, efforts should be made, while taking into account possible conflicts with other principles, to improve the transparency and explainability of AI to a level suitable for the use cases of the AI system....

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

4. Understanding the need to protect privacy and national security, AI systems should be deployed in the most transparent manner possible;

...Understanding the need to protect privacy and national security, AI systems should be deployed in the most transparent manner possible;...

Published by The Treasury Board Secretariat of Canada (TBS)

2. Transparent and explainable AI

...transparent and explainable AI...

Published by Telefónica

2. Transparent and explainable AI

...When people directly interact with an AI system, we will be transparent to the users that this is the case....

Published by Telefónica

4. Privacy and security by design

...When processing personal data, according to Telefónica’s privacy policy, we will at all times comply with the principles of lawfulness, fairness and transparency, data minimisation, accuracy, storage limitation, integrity and confidentiality....

Published by Telefónica

7. Transparent and explainable

...transparent and explainable...

Published by Telia Company AB

7. Transparent and explainable

...We strive towards transparency and to proactively explain the use of AI in our operations to customers, employees and other stakeholders in a user friendly way, based on applicable industry best practice and relevant standards....

Published by Telia Company AB

· Algorithmic fairness

... Formulate guidelines and principles on solving bias and discrimination, potential mechanisms include algorithmic transparency, quality review, impact assessment, algorithmic audit, supervision and review, ethical board, etc....

Published by Tencent Research Institute

· "Black box" technology

... Promote algorithmic transparency and algorithmic audit, to achieve understandable and explainable AI systems...

Published by Tencent Research Institute

· Differential transparency

...· Differential transparency...

Published by Tencent Research Institute

· Differential transparency

... Different entity needs different transparency and information, and intellectual property technical feature, and technical literacy should also be considered...

Published by Tencent Research Institute

· Explanation rather than technological transparency

...· Explanation rather than technological transparency...

Published by Tencent Research Institute

2. AI shall be transparent.

...AI shall be transparent....

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

2. AI shall be transparent.

...transparency is the ability to trace cause and effect in the decision making pathways of algorithms and, in hybrid intelligence systems, of their 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)

(Preamble)

...Many of these techniques are entirely opaque, leaving individuals unaware whether the decisions were accurate, fair, or even about them....

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

1. Right to Transparency.

...Right to transparency....

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

1. Right to Transparency.

...The elements of the transparency Principle can be found in several modern privacy laws, including the US Privacy Act, the EU Data Protection Directive, the GDPR, and the Council of Europe Convention 108....

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

Transparency

... transparency...

Published by Tieto

Second, the principle of security.

...AI algorithms must be traceable and transparent and there should be no algorithm discrimination;...

Published by Center for International Strategy and Security, Tsinghua University (Tsinghua CISS)

Fourth, the principle of peace.

...Efforts must be made to improve its transparency and establish confidence building measures....

Published by Center for International Strategy and Security, Tsinghua University (Tsinghua CISS)

Third principle: Understanding

...Whilst absolute transparency as to the workings of each AI enabled system is neither desirable nor practicable, public consent and collaboration depend on context specific shared understanding....

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

Third principle: Understanding

...What our systems do, how we intend to use them, and our processes for ensuring beneficial outcomes result from their use should be as transparent as possible, within the necessary constraints of the national security context....

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

Transparency and explainability

... transparency and explainability...

Published by United Nations System Chief Executives Board for Coordination

Transparency and explainability

...United Nations system organizations should ensure transparency and explainability of AI systems that they use at all stages of their lifecycle and of decision making processes involving AI systems....

Published by United Nations System Chief Executives Board for Coordination

· Transparency and explainability

...· transparency and explainability...

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

· Transparency and explainability

...The transparency and explainability of AI systems are often essential preconditions to ensure the respect, protection and promotion of human rights, fundamental freedoms and ethical principles....

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

· Transparency and explainability

...transparency is necessary for relevant national and international liability regimes to work effectively....

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

· Transparency and explainability

...A lack of transparency could also undermine the possibility of effectively challenging decisions based on outcomes produced by AI systems and may thereby infringe the right to a fair trial and effective remedy, and limits the areas in which these systems can be legally used....

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

· Transparency and explainability

...While efforts need to be made to increase transparency and explainability of AI systems, including those with extra territorial impact, throughout their life cycle to support democratic governance, the level of transparency and explainability should always be appropriate to the context and impact, as there may be a need to balance between transparency and explainability and other principles such as privacy, safety and security....

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

· Transparency and explainability

...While efforts need to be made to increase transparency and explainability of AI systems, including those with extra territorial impact, throughout their life cycle to support democratic governance, the level of transparency and explainability should always be appropriate to the context and impact, as there may be a need to balance between transparency and explainability and other principles such as privacy, safety and security....

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

· Transparency and explainability

...While efforts need to be made to increase transparency and explainability of AI systems, including those with extra territorial impact, throughout their life cycle to support democratic governance, the level of transparency and explainability should always be appropriate to the context and impact, as there may be a need to balance between transparency and explainability and other principles such as privacy, safety and security....

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

· Transparency and explainability

...From a socio technical lens, greater transparency contributes to more peaceful, just, democratic and inclusive societies....

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

· Transparency and explainability

...transparency aims at providing appropriate information to the respective addressees to enable their understanding and foster trust....

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

· Transparency and explainability

...Specific to the AI system, transparency can enable people to understand how each stage of an AI system is put in place, appropriate to the context and sensitivity of the AI system....

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

· Transparency and explainability

...In cases of serious threats of adverse human rights impacts, transparency may also require the sharing of code or datasets....

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

· Transparency and explainability

...Thus, explainability is closely related to transparency, as outcomes and ub processes leading to outcomes should aim to be understandable and traceable, appropriate to the context....

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

· Transparency and explainability

...In the case of AI applications that impact the end user in a way that is not temporary, easily reversible or otherwise low risk, it should be ensured that the meaningful explanation is provided with any decision that resulted in the action taken in order for the outcome to be considered transparent....

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)

1. Demand That AI Systems Are Transparent

...Demand That AI Systems Are transparent...

Published by UNI Global Union

1. Demand That AI Systems Are Transparent

...A transparent artificial intelligence system is one in which it is possible to discover how, and why, the system made a decision, or in the case of a robot, acted the way it did....

Published by UNI Global Union

1. Demand That AI Systems Are Transparent

...We stress that open source code is neither necessary nor sufficient for transparency – clarity cannot be obfuscated by complexity....

Published by UNI Global Union

1. Demand That AI Systems Are Transparent

...For users, transparency is important because it builds trust in, and understanding of, the system, by providing a simple way for the user to understand what the system is doing and why....

Published by UNI Global Union

1. Demand That AI Systems Are Transparent

...C. For validation and certification of an AI system, transparency is important because it exposes the system’s processes for scrutiny....

Published by UNI Global Union

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

...E. Workers must have the right to demand transparency in the decisions and outcomes of AI systems as well as the underlying algorithms (see principle 4 below)....

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

1. Demand That AI Systems Are Transparent

...The principle of transparency is a prerequisite for ascertaining that the remaining principles are observed....

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

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

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

6. Provide transparency, explainability and accountability for children

...Strive to explicitly address children when promoting explainability and transparency of AI systems....

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

6. Provide transparency, explainability and accountability for children

...Make AI systems transparent to the extent that children and their caregivers can understand the interaction....

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

7. Empower governments and businesses with knowledge of AI and children's rights

...Capitalize on customers' demand for trusted and transparent AI solutions for children....

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

3. Traceable

...The department's AI capabilities will be developed and deployed such that relevant personnel possess an appropriate understanding of the technology, development processes and operational methods applicable to AI capabilities, including with transparent and auditable methodologies, data sources and design procedures and documentation....

Published by Department of Defense (DoD), United States

Transparent and Accountable.

... transparent and Accountable....

Published by Intelligence Community (IC), United States

Transparent and Accountable.

...We will provide appropriate transparency to the public and our customers regarding our AI methods, applications, and uses within the bounds of security, technology, and releasability by law and policy, and consistent with the Principles of Intelligence transparency for the IC....

Published by Intelligence Community (IC), United States

Transparent and Accountable.