Scientists depend on complex computational systems that are often ineliminably opaque, to the detriment of our ability to give scientific explanations and detect artifacts. Some philosophers have s...

We are sceptical of concerns over the opacity of algorithmic decision tools. While transparency and explainability are certainly important desiderata in algorithmic governance, we worry that automated decision-making is being held to an unrealistically high standard, possibly owing to an unrealistically high estimate of the degree of transparency attainable from human decision-makers. In this paper, we review evidence demonstrating that much human decision-making is fraught with transparency problems, show in what respects AI fares little worse or better (...) and argue that at least some regulatory proposals for explainable AI could end up setting the bar higher than is necessary or indeed helpful. The demands of practical reason require the justification of action to be pitched at the level of practical reason. Decision tools that support or supplant practical reasoning should not be expected to aim higher than this. We cast this desideratum in terms of Daniel Dennett’s theory of the “intentional stance” and argue that since the justification of action for human purposes takes the form of intentional stance explanation, the justification of algorithmic decisions should take the same form. In practice, this means that the sorts of explanations for algorithmic decisions that are analogous to intentional stance explanations should be preferred over ones that aim at the architectural innards of a decision tool. (shrink)

What is there not to like about “openness”? The premise seems to have virtue, particularly in the space of critique of government. From totalitarianism through to oligarchies, it can be argued that it is opacity and secrecy that have contributed to abuses of power for many centuries. In other spaces, the notion has caught hold. In several scientific fields, it appears that a lack of openness can lead to misconduct and in some cases a slowness that may cost lives. (...) In the humanities, we might say that its absence fosters insularity. In computer software production, open-source paradigms have led to remarkable developments such as the Linux kernel and allowed us to see the inner machinations of the code that is.. (shrink)

Investigating the theoretical and empirical relationships between transparency and trust in the context of surveillance, this volume argues that neither transparency nor trust provides a simple and self-evident path for mitigating the negative political and social consequences of state surveillance practices. Dominant in both the scholarly literature and public debate is the conviction that transparency can promote better-informed decisions, greater oversight, and restore trust damaged by the secrecy of surveillance. The contributions to this volume challenge this conventional (...) wisdom by considering how relations of trust and policies of transparency are modulated by underlying power asymmetries, socio-historical legacies, economic structures, and institutional constraints. They study trust and transparency as embedded in specific socio-political contexts to show how, under certain conditions, transparency can become a tool of social control that erodes trust, while mistrust-rather than trust-can sometimes offer the most promising approach to safeguarding rights and freedom in an age of surveillance. The first book addressing the inter-relationship of trust, transparency, and surveillance practices, this volume will be of interest to scholars and students of surveillance studies as well as appeal to an interdisciplinary audience given the contributions come from political science, sociology, philosophy, law, and civil society. (shrink)

This book argues against the widely celebrated utopia of -transparency- by showing, across a panorama of postwar French thought, how attempts to show the perils of transparency in politics, ethics, and knowledge led to major conceptual inventions, many of which we now take for granted.

Both scientists and philosophers of science have recently emphasized the importance of promoting transparency in science. For scientists, transparency is a way to promote reproducibility, progress, and trust in research. For philosophers of science, transparency can help address the value-ladenness of scientific research in a responsible way. Nevertheless, the concept of transparency is a complex one. Scientists can be transparent about many different things, for many different reasons, on behalf of many different stakeholders. This paper proposes (...) a taxonomy that clarifies the major dimensions along which approaches to transparency can vary. By doing so, it provides several insights that philosophers and other science studies scholars can pursue. In particular, it helps address common objections to pursuing transparency in science, it clarifies major forms of transparency, and it suggests avenues for further research on this topic. (shrink)

This book offers a critical analysis of the rise of the US to global hegemony against a background of increased erosion of democracy and rule of law, and a rising linear pattern of near-absolute capitalist development. The author argues that the significant shrinkage of the ideological spectrum globally, as a result of worrisome levels of business and government interpenetration, has created a dangerous 'prefascist configuration' whereby unthinkable levels of violence have been normalized through the use of technologies such as drones, (...) increasingly condoned even by 'liberal' groups and the so-called political left. Using the example of the Obama administration and its increased reliance on drone assassinations, the volume makes a case for the dangers that lie in today's unique convergence of lack of transparency in government, business-government interpenetration, informal social regimentation, and militarization of capitalism. (shrink)

In contemporary artificial intelligence, the challenge is making intricate connectionist systems—comprising millions of parameters—more comprehensible, defensible, and rationally grounded. Two prevailing methodologies address this complexity. The inaugural approach amalgamates symbolic methodologies with connectionist paradigms, culminating in a hybrid system. This strategy systematizes extensive parameters within a limited framework of formal, symbolic rules. Conversely, the latter strategy remains staunchly connectionist, eschewing hybridity. Instead of internal transparency, it fabricates an external, transparent proxy system. This ancillary system’s mandate is elucidating the principal (...) system’s decisions, essentially approximating its outcomes. Leveraging natural language processing as our analytical lens, this paper elucidates both methodologies: the hybrid method is underscored by the compositional vector semantics, whereas the purely connectionist method evolves as a derivative of neural semantic parsers. This discourse extols the merits of the purely connectionist approach for its inherent flexibility and for a pivotal delineation: segregating the explanatory apparatus from the operational core, thereby rendering artificial intelligence systems reminiscent of human cognition. (shrink)

This book argues that, in the development of science, three principles have been used; transparency of results; transparency of procedures; financial transparency. Though the topic of transparency has been researched from various angles by many academics, none have made a comparison between the development of science in the last 350 years and the aforementioned principles. The author uniquely explains how these elements contributed to the rapid development of science and consequently that of technology and human wellbeing (...) and suggests legislation for ensuring transparency in the public sector. In addition, this book provides numerous examples of successful new ways of using these principles in other activities in the public sector as well as possibilities of including the transparency principles from science publishing into general and internet media. (shrink)

Communication is a crucial component of scientific activity (as of virtually any other domain of human activity, especially in this "communication age" in which we live). As researchers and as citizens, we should all be concerned with the communication of science as well as with communication within science. In this paper, I will deal with one of the key aspects of this topic ג€“ the question whether scientific communication is or should be ג€�transparentג€�. The view that this is or should (...) be the case is often taken for granted both by scientists and the general public. I will challenge this view and suggest that we should learn to live without the illusion that scientific communication is or should be transparent. This idea is closely related, if not derived from, the traditional epistemological conception according to which scientific method is the privileged tool we have for penetrating beyond appearances and discovering the true ג€�nature of thingsג€�, in terms of which all observable phenomena should be ultimately explained. Applying the scientific method should, thus, yield a fully intelligible representation of the world, which in its turn should be transparently communicable. The trouble with this enticing ideal is that it does not correspond to actual practice. Again and again we experience the fact that the ג€�true picture of the worldג€� remains veiled for everyone but a small group of initiated experts in a narrow domain. Is this only a technical problem having to do with the phenomenon of specialization and with the inevitable complexity of the language(s) of science, as it is often suggested? (shrink)

This ambitious book examines the notion of legal transparency from a unique cultural and historical perspective. Drawing from their combined academic and practical experience with both Chinese and Western legal traditions, authors John Head and Xing Lijuan explore how an intense debate — pitting legal transparency against legal opaqueness — unfolded in dynastic Chinese law, which began in the dark mists of history and ended formally just over a hundred years ago. They rely on a wide range of (...) both Western and Chinese sources to explain how that great debate was resolved in the early Han Dynasty (around the third century BCE) in a way that molded Chinese law into a sophisticated legal system that for roughly two millennia balanced definitiveness with vagueness, predictability with flexibility, and egalitarianism with privilege — and that reflected cultural values still resonating in China today. Legal Transparency in Dynastic China presents a clear narrative that assumes no prior expertise in Chinese law or history, and it caters to readers interested in issues of good governance, comparative studies, China, history, and law. The book begins by defining “legal transparency” and explaining where it fits into the larger context of the transparency-in-government movement that has gained such momentum in recent years, especially at the urging of Western powers. Then the book explains the fundamentally different values espoused by early Confucianists, for whom society is best governed not through written law but through the exemplary behavior of a highly educated, virtuous, and enlightened elite. After tracing the political and ideological challenges that the Confucianists faced from the Legalists, Head and Xing examine the compromise that resulted in the so-called “Confucianization of the Law” around 200 BCE. They then show how that alloy of competing ideologies characterized Chinese dynastic law for many centuries, resulting in what some would consider the most enduring and effective legal system in human history. (shrink)

Transparency lies at the heart of most modern slavery reporting legislation, but while publication of statements is mandatory, conformance with content guidance is voluntary, such that overall, corporate responses have been poor. Existing studies, concentrated in business to consumer rather than inter-organisational contexts, have not undertaken the fine-grained assessments of statements needed to identify which aspects of reporting performance are particularly poor and the underlying reasons that need to be addressed by policy makers. In a novel design, this study (...) utilises the ethical trade initiative assessment framework to evaluate the content of 95 UK government suppliers’ modern slavery statements. The findings suggest that in a modern slavery context, discovery challenges are more important than firms’ attitudes to disclosure. We contribute to the transparency literature through a model contrasting discovery costs and disclosure risks and by identifying the disclosure of unknowns as an additional relevant dimension of disclosure. We then discuss the model in relation to normativity theory to consider options through which the currently low legitimacy of the reporting governance regime can be enhanced and the intended norms established. (shrink)

Transparency’s importance as an administrative norm seems self-evident. Prevailing ideals of political theory stipulate that the more visible government is, the more democratic, accountable, and legitimate it appears. The disclosure of state information consistently disappoints, however: there is never enough of it, while it often seems not to produce a truer democracy, a more accountable state, better policies, and a more contented populace. This gap between theory and practice suggests that the theoretical assumptions that provide the basis for (...) class='Hi'>transparency are wrong. This article argues that transparency is best understood as a theory of communication that excessively simplifies and thus is blind to the complexities of the contemporary state, government information, and the public. Taking them fully into account, the article argues, should lead us to question the state’s ability to control information, which in turn should make us question not only the improbability of the state making itself visible, but also the improbability of the state keeping itself secret. (shrink)

transparency as a user interface property that enables giving appropriate help. We explicate this notion in document player applications found in office suites, for example. Moreover, we show how semantic transparency can be strengthened when the underlying software is complemented by a semantic ally system. The approach consists in illustrating existing software semantically. We present some semantic extensions of office applications as examples. We also deaction task. scribe how the semantic transparency approach allows the..

This article investigates the role of privacy and transparency in the 4th Space and outlines their implications for the development and dissemination of conspiracy theories. We argue that privacy can be exploited by individuals and organizations to spread conspiracy theories online, while organizational transparency, intended to increase accountability and ultimately trust, can have the adverse effect and nurture conspiracy beliefs. Through the lens of the 4th Space concept, we offer suggestions on how to approach those challenges which emerge (...) as a result of the complex entanglements of both actual and virtual world across time. (shrink)

This article investigates the role of privacy and transparency in the 4th Space and outlines their implications for the development and dissemination of conspiracy theories. We argue that privacy can be exploited by individuals and organizations to spread conspiracy theories online, while organizational transparency, intended to increase accountability and ultimately trust, can have the adverse effect and nurture conspiracy beliefs. Through the lens of the 4th Space concept, we offer suggestions on how to approach those challenges which emerge (...) as a result of the complex entanglements of both actual and virtual world across time. (shrink)

Transparency requires more than disclosure of data. It requires a mechanism and policy for conveying information to the public. In order for the aims of the excellent report of the FDA Transparency Working Group to be realized, a publicity initiative will need to accompany the plan of action. The FDA will need to actively convey information about the evidence concerning benefit-risk profiles of drugs, sometimes pointing out misleading claims by manufacturers or sponsors. In other cases, the FDA will (...) need to make available its procedures, including possible conflicts of interest, not only in drug approval, but also in guidance documents and in rulemaking. Transparency as a process of letting the public see into the agency should be accompanied by a proactive strategy of distributing information about the products regulated by the agency. (shrink)

Abstract - The aim of the study is to identify the degree of administrative transparency in the Palestinian higher educational institutions in the Gaza Strip. In the study, the researchers adopted a descriptive and analytical method. The research population consisted of administrative staff, whether academic or administrative, except for those in senior management or the university council. The study population reached 392 employees. A random sample was selected (197). The number of questionnaires recovered was (160) with a recovery rate (...) of (81.2%). The researchers used a questionnaire for the data collection and were treated using SPSS to obtain the results. The results show that there is no significant difference between male responses and female responses due to gender variable. The results also confirm that there is no significant difference between respondents' responses due to the age variable. The results also showed a significant difference between respondents' responses attributed to the university variable. There is a fundamental difference between respondents' responses attributed to the scientifically qualified variable. The results also confirmed a significant difference between respondents' responses attributed to the management level variable. The results also confirmed a significant difference between respondents' responses due to variable years of service. The research reached a number of recommendations, the most important of which is: The necessity of Palestinian universities to adhere to the application of transparency standards in all university activities. The need to benefit from regional and international experience in the application of transparency systems within universities and to examine the possibility of applying these systems in our universities. As well as the need to engage in the program of teaching transparency in universities, as it is confirmed that only five universities participated in this experiment. The importance of raising awareness among the employees of Palestinian universities to clarify the foundations of building transparency and its dimensions to represent the active supporter through workshops and seminars. (shrink)

Transparency in business and society is one of the challenges raised in the encyclical Caritas in Veritate by Benedict XVI. This paper focuses on the issue by extending the literature on business ethics, corporate social responsibility, and corporate transparency in two dimensions. First, it reviews the understanding and framing of the transparency issue in Caritas in Veritate and in a selection of relevant Catholic Social Teaching (CST) publications. Second, this paper provides normative indications for corporate transparency (...) decisions which reflect four permanent principles of CST, that is, the common good, solidarity, subsidiarity, and respect for the human being. Inasmuch as human beings are worthy of love for their own sakes, the dimension of gift should always be present in relationships among them. This paper also provides insights for further studies on corporate transparency and the impact of religion on business ethics and corporate social responsibility. (shrink)

Transparency is a salutary value in our constitutional architecture. It has also been described as a necessary element in promoting accountability in the regulatory aspects of essential medicines. Despite its several incarnations, the Medicines and Related Substances Act (Medicines Act) retains a provision headed 'Preservation of secrecy' (section 34). This contributionseeks to evaluate section 34 in the context of transparency and ascertain whether it is in conflict with other legislation pertaining to the promotion of access to information and, (...) in particular, whether it is consistent with the Constitution of the Republic of South Africa. (shrink)

Medical teams care for severely premature infants under conditions of emergency and uncertainty that make parental involvement very difficult. Parents can be invited into a decisional relationship with the team that enables them to assess more fully the meaning of their child's illness.

This paper posits that differences in corporate governance structure partly result from differences in institutional arrangements linked to business systems. We developed a new international triad of business systems: the Anglo-American, the Communitarian and the Emerging system, building on the frameworks of Choi et al. (British Academy of Management (Kynoch Birmingham) 1996, Management International Review 39, 257–279, 1999). A common factor determining the success of a corporate governance structure is the extent to which it is transparent to market forces. Such (...) transparency is more than pure financial transparency; as it can also be based on factors such as governmental, banking and other types of institutional transparency mechanism. There may also be a choice for firms to adopt voluntary corporate disclosure in situations where mandatory disclosure is not established. The Asian financial crisis of 1997–1999 and the more recent corporate governance scandals such as Enron, Andersen and Worldcom in the United States and Ahold and Parmalat in Europe show that corporate governance and business ethics issues exist throughout the world. As an illustration we focus on Asia’s emerging1 markets, as, both in view of the pressure of globalization and taking into account the institutional arrangements peculiar to the emerging business system, these issues are important there. Particularly for those who have to find an accommodation between the corporate governance structures and disclosure standards of the Emerging system and those of the Anglo-American and Communitarian systems. (shrink)

In a town near mine, a small business owner used their changeable-letter sign to wage a public protest against a variety of restrictions implemented during the COVID-19 pandemic. Unlike a great man...

Political institutions can be transparent or secret. If they are transparent, then we have access to information about how agents act within them. If they are secret, then we do not have access to this information. The presence and extent of transparency has tremendous impact on how political institutions function. The purpose of this article is to offer a brief overview of what political philosophers have thus far had to say about transparency as it pertains to political institutions. (...) In doing so, I hope to connect philosophical questions about transparency to relevant social scientific work and to highlight areas where more work needs to be done. (shrink)

Transparency has been proposed as a way of handling value-ladenness in machine learning (ML). This article highlights limits to this strategy. I distinguish three kinds of transparency: epistemic transparency, retrospective value transparency, and prospective value transparency. This corresponds to different approaches to transparency in ML, including so-called explainable artificial intelligence and governance based on disclosing information about the design process. I discuss three sources of value-ladenness in ML—problem formulation, inductive risk, and specification gaming—and argue (...) that retrospective value transparency is only well-suited for dealing with the first, while the third raises serious challenges even for prospective value transparency. (shrink)

A central feature in contemporary discussions of selfknowledge concerns the epistemic status of mental selfascriptions, such as “I have toothache” or “I believe that p”. The overall project of such discussions is to provide an account of the special status of mental self-ascriptions vis-à-vis other knowledge-claims, including ascriptions of mental states to others. In this respect, two approaches have gained currency in contemporary philosophy. Some authors have focused on the notion of expression, stressing that self-ascriptions are expressions of one’s mental (...) life; whereas others have singled out the notion of transparency as crucial, since self-knowledge involves self-beliefs, and the latter are transparent to one’s available evidence. This critical notice explores one instance of each approach, in order to assess their prospects of success. It concludes that both approaches fail to articulate an account that satisfactorily accommodates the first-person component in the notion of self-knowledge. (shrink)

This book review essay discusses Transparency in Health and Health Care in the United States (2019), edited by Holly Fernandez Lynch, I. Glenn Cohen, Carmel Shachar, and Barbara Evans.

The Introduction to Sartre’s Being and Nothingness (B&N) contains a condensed, cryptic argument – the ‘ontological proof’ – that is meant to establish a position ‘beyond realism and idealism’. Despite its role in establishing the fundamental ontological distinction of B&N – the distinction between being-for-itself and being-in-itself – the ontological proof has received very little scholarly attention. My goal is to fill this lacuna. I begin by clarifying the idealist position Sartre attacks in the Introduction to B&N: Husserl’s idealism as (...) interpreted by Aron Gurwitsch and Roman Ingarden. I then propose a new interpretation of the ontological proof that gives a central role to the transparency of experience. On this interpretation, Sartre argues from the ‘emptiness’ of consciousness – its purely relational nature – to the existence of mind-independent substance (being-in-itself). In assessing the strengths and weaknesses of Sartre’s case against idealism, I put him in critical dialogue with contemporary work in metaphysics and the philosophy of mind. (shrink)

1. The Search Engine operators inform the users about the way in which the Search Engine works; particularly the basic criteria of ranking are explained. Also, the Search Engine operators describe which ways of manipulating websites lead to exclusion from the result lists in case of doubt.2. The Search Engine operators design their sites in the most transparent way. Contents whose position on the result list is due to a commercial arrangement are clearly marked.3. It is the intention of the (...) Search Engine opera-tors to protect children and youths from morally damaging contents. To this purpose, the opera-tors provide family filters and point out to the fact that filters do not guarantee absolute pro-tection for youths and that children should not use the internet without their parents´ supervision.4. Those sites which are regarded illegal according to national legislation will be excluded from the result lists as soon as the operators know about them and have access to the illegal sites on the index.5. For handling the users´ data there is the princi-ple of data-thriftiness.This “Code of Conduct” was developed by Carsten Welp. It was first published in: Marcel Machill and Carsten Welp : Wegweiser im Netz. Gütersloh: Bertelsmann Stiftung 2003. Republished and trans-lated by kind permission of Marcel Machill. (shrink)

The Introduction to Sartre’s Being and Nothingness (B&N) contains a condensed, cryptic argument – the ‘ontological proof’ – that is meant to establish a position ‘beyond realism and idealism’. Despite its role in establishing the fundamental ontological distinction of B&N – the distinction between being-for-itself and being-in-itself – the ontological proof has received very little scholarly attention. My goal is to fill this lacuna. I begin by clarifying the idealist position Sartre attacks in the Introduction to B&N: Husserl’s idealism as (...) interpreted by Aron Gurwitsch and Roman Ingarden. I then propose a new interpretation of the ontological proof that gives a central role to the transparency of experience. On this interpretation, Sartre argues from the ‘emptiness’ of consciousness – its purely relational nature – to the existence of mind-independent substance (being-in-itself). In assessing the strengths and weaknesses of Sartre’s case against idealism, I put him in critical dialogue with contemporary work in metaphysics and the philosophy of mind. (shrink)

In this study, we examine investor and firm response to the California Transparency in Supply Chains Act of 2010. The CTSCA requires large retail and manufacturing firms to disclose efforts to eradicate slavery and human trafficking from their supply chains and is a rare example of mandated corporate social responsibility disclosure. Based on a sample of 105 retail companies subject to the CTSCA, we find a significant negative market reaction to the passing of the CTSCA. Furthermore, we find that (...) the reaction is significantly more negative for larger firms and companies facing greater supply chain risks, suggesting that investors place a negative value on exposure to legitimacy threats in the social domain. With respect to company disclosure response, we document relatively high compliance with the legislation, although we also find that the disclosure response appeared to be more symbolic than substantive in nature. Finally, our analysis indicates that both disclosure choice and disclosure extensiveness were significantly higher for the high-supply chain risk companies, suggesting that the response was influenced by concerns with strategic legitimation. Overall, the limited quality of disclosure suggests that, without additional rules and guidance, mandates alone may not lead to meaningful social disclosure. (shrink)

In his latest book Frank Ankersmit develops a comprehensive philosophical perspective on the problem of the truth and reference of historical representations. The approach and the wider perspective of the book largely belong to what could be called the postmodernist paradigm, in spite of some recent attempts to interpret Ankersmit's recent work differently. Since his 1983 Narrative Logic Ankersmit has propounded the view that individual statements that constitute historical representations may have reference, but that representations themselves do not. His most (...) recent book remains faithful to this position and elaborates it further. This essay examines Ankersmit's arguments as well as the assumptions and implications of this view. (shrink)

Russell and others have argued that the real nature of colour is transparentto us in colour vision. It's nature is fully revealed to us and no further knowledgeis theoretically possible. This is the doctrine of revelation. Two-dimensionalFourier analyses of coloured checkerboards have shown that apparently simple,monadic, colours can be based on quite different physical mechanisms. Experimentswith the McCollough effect on different types of checkerboards have shown thatidentical colours can have energy at the quite different orientations of Fourierharmonic components but no (...) energy at the edges of the checkerboards, thusrefuting revelation. It is concluded that this effect is not explained by a superveniencedispositional account of colour as proposed by McGinn . It was argued that theMcCollough effect in checkerboards was an example of a local mind/body reduction, by which the different characteristics of identical colours falsifies revelation. This reduction being based on both physical and neurological mechanisms led to a clear explanation of the perceive phenomenal effects and thus laid a small bridge over the explanatory gap. (shrink)

A number of artificial intelligence systems have been proposed to assist users in identifying the issues of algorithmic fairness and transparency. These AI systems use diverse bias detection methods from various perspectives, including exploratory cues, interpretable tools, and revealing algorithms. This study explains the design of AI systems by probing how users make sense of fairness and transparency as they are hypothetical in nature, with no specific ways for evaluation. Focusing on individual perceptions of fairness and transparency, (...) this study examines the roles of normative values in over-the-top platforms by empirically testing their effects on sensemaking processes. A mixed-method design incorporating both qualitative and quantitative approaches was used to discover user heuristics and to test the effects of such normative values on user acceptance. Collectively, a composite concept of transparent fairness emerged around user sensemaking processes and its formative roles regarding their underlying relations to perceived quality and credibility. From a sensemaking perspective, this study discusses the implications of transparent fairness in algorithmic media platforms by clarifying how and what should be done to make algorithmic media more trustable and reliable platforms. Based on the findings, a theoretical model is developed to define transparent fairness as an essential algorithmic attribute in the context of OTT platforms. (shrink)

This paper investigates the importance of standardising and maintaining the transparency of advanced driver-assistance systems (ADAS) functions nomenclature, designs, and operations in all categories up until fully autonomous vehicles. The aim of this paper is to reveal the discrepancies in ADAS functions across automakers and discuss the underlying issues and potential solutions. In this pilot study, user manuals of various brands are reviewed systematically and critical analyses of common ADAS functions are conducted. The result shows that terminologies used to (...) describe ADAS functions vary widely across manufacturers and sometimes do not reflect their fundamental functions intuitively. Operational conditions and control procedures also vary across the selected models under this study. Due to this lack of consensus across the industry, drivers are not aware or well informed about ADAS functions in their vehicles, leading to a very low utilization rate and may lead to misuse of those functions. This paper provides insightful suggestions for the transport industry, Artificial Intelligence (AI) experts, and regulators to design frameworks and guidelines in governing the naming convention, operating conditions, control procedures, and information disclosure of ADAS. Such guidelines can be the foundations for regulating future AI-based self-driving functions. (shrink)