Assurance theories of testimony attempt to explain what is distinctive about testimony as a form of epistemic warrant or justification. The most characteristic assurance theories hold that a distinctive subclass of assertion (acts of “telling”) involves a real commitment given by the speaker to the listener, somewhat like a promise to the effect that what is asserted is true. This chapter sympathetically explains what is attractive about such theories: instead of treating testimony as essentially similar to any other (...) kind of evidence, they instead make testimonial warrant depend on essential features of the speech act of testimony as a social practice. One such feature is “buck-passing,” the phenomenon that when I am challenged to defend a belief I acquired through testimony, I may respond by referring to the source of my testimony (and thereby “passing the buck”) rather than providing direct evidence for the truth of the content of the belief. The chapter concludes by posing a serious challenge to assurance theories, namely that the social practice of assurance insufficiently ensures the truth of beliefs formed on the basis of testimony, and thereby fails a crucial epistemological test as a legitimate source of beliefs. (shrink)

This study assessed quality assurance practices and students’ performance evaluation in universities of South-South Nigeria using an SEM approach. Three null hypotheses guided the study. Based on factorial research design, and using a stratified random sampling technique, a sample of 878 academic staff were drawn from a sampling frame of 15 universities in South-South Nigeria. Quality Assurance Practices Students’ Performance Evaluation Scale (QAPSPES) with split-half reliability estimates ranging from .86–.92, was used as the instruments for data collection. Multiple (...) regression and Confirmatory Factor Analyses (CFA) were used for the analysis of data, model building, and testing of the hypotheses at .05 alpha level. Findings showed a significant composite and relative influence (F=48.19, P<.05) of school management, staff, and students’ quality assurance practices on students’ performance evaluation. The results also indicated that there were positive and significant covariances between the four variables of this study, with the CFI, RMSEA, TLI, and SRMR values indicating a good model fit. It was recommended, based on the findings of this study that, each school should organize quality assurance orientation campaigns for new students and set up quality assurance committees at the school, faculty and departmental levels for optimal performance in schools. (shrink)

This article adapts John Rawls’s writings, arguing that past injustice can change what we ought to publicly affirm as the standard of justice today. My approach differs from forward-looking approaches based on alleviating prospective disadvantage and backward-looking historical entitlement approaches. In different contexts, Rawls’s own concern for the ‘social bases of self-respect’ and equal citizenship may require public endorsement of different principles or specifications of the standard of justice. Rawls’s difference principle focuses on the least advantaged socioeconomic group. I argue (...) that a historicized difference principle considers the relative standing of racial, gender, and other historically stigmatized groups; provides their members assurance by weakening incentives to manipulate justice to another group’s advantage; and may result in policies resembling reparations, though justified by forward-looking considerations of self-respect and public assurance. I then examine how disrespectful justifications were historically used to forcibly include indigenous peoples as citizens. While Rawls thinks providing citizens one package of basic liberties signals respect, indigenous self-government could better support self-respect. I invoke Rawlsian international justice, which calls for mutual respect between peoples. Indigenous peoples’ status should reflect their past and persisting peoplehood, providing assurance by weakening incentives to unjustly transform international into domestic contexts. (shrink)

Theories of practical rationality say when it is rational to form and fulfill intentions to do actions. David Gauthier says the correct theory would be the one our obeying would best advance the aim of rationality, something Humeans take to be the satisfaction of one’s desires. I use this test to evaluate the received theory and Gauthier’s 1984 and 1994 theories. I find problems with the theories and then offer a theory superior by Gauthier’s test and immune to the problems. (...) On this theory, it is rational to treat something different as the aim when doing so would advance the original aim. I argue that the idea that this would be irrational bad faith entails contradictions and so is false, as must be theories saying that rationally we must always treat as the aim the bringing about of objectively good states of affairs or obeying a universalizable moral code. (Note: the published version differs somewhat from the version on the website of the Center for Ethics and the Rule of Law; please quote from the published version.). (shrink)

I report three experiments relevant to evaluating Krista Lawlor's theory of assurance, respond to her criticism of the knowledge account of assertion, and propose an alternative theory of assurance.

An increasing number of regulations propose the notion of ‘AI audits’ as an enforcement mechanism for achieving transparency and accountability for artificial intelligence (AI) systems. Despite some converging norms around various forms of AI auditing, auditing for the purpose of compliance and assurance currently have little to no agreed upon practices, procedures, taxonomies, and standards. We propose the ‘criterion audit’ as an operationalizable compliance and assurance external audit framework. We model elements of this approach after financial auditing practices, (...) and argue that AI audits should similarly provide assurance to their stakeholders about AI organizations’ ability to govern their algorithms in ways that mitigate harms and uphold human values. We discuss the necessary conditions for the criterion audit, and provide a procedural blueprint for performing an audit engagement in practice. We illustrate how this framework can be adapted to current regulations by deriving the criteria on which ‘bias audits’ for hiring algorithms can be performed, as required by the recently effective New York City Local Law 144 of 2021. We conclude by offering critical discussion on the benefits, inherent limitations, and implementation challenges of applying practices of the more mature financial auditing industry to AI auditing where robust guardrails against quality assurance issues are only starting to emerge. Our discussion as informed by experiences in performing these audits in practice highlights the critical role that an audit ecosystem plays in ensuring the effectiveness of such methodology. (shrink)

This paper develops a new theory of the morality of promissory obligations. T. M. Scanlon notoriously argued that promising consists in assuring the promisee that we will do something. I disagree. I argue that it is true that promising consists in assuring the promisee, but what the promisor gives to the promisee is not an assurance that they will do something, but that the normative situation is in a certain way.

In a well-ordered society, democratic officials face an assurance problem. They want to ensure that others will act reasonably when they do the same. According to political liberals, public reason can solve this problem, but the details of how assurance is generated are unclear. This article explains the assurance mechanism in political liberalism. Apart from public reason, mutual assurance is also provided by a long-term record of civic deeds. By performing civic deeds over time, officials signal (...) their reasonableness to each other. This record of civic deeds is costly to unreasonable officials and thus represents a reliable way to differentiate trustworthy fellows from others. The article also shows that a recent critique of political liberalism, which argues that public reason is merely cheap talk and thus political liberalism fails to provide mutual assurance, misses the point. It overlooks that assurance is created through talks and deeds together. (shrink)

It’s a popular idea that memory resembles testimony insofar as each can ‘preserve’ epistemic warrant. But how does such ‘preservation’ do its epistemic work? I have elsewhere developed an assurance theory of testimonial warrant. Here, I develop an assurance theory of preservative memory. How could the ‘preservation’ of warrant through memory work through an assurance? What would even count as an intrapersonal assurance? I explain each form of preservation by contrasting the relation that preserves warrant with (...) a pathological alternative. My assurance theory of testimony theorizes the illocutionary norms governing the speech act of telling by explaining what goes wrong when there’s what Austin calls an ‘abuse.’ But what norms govern an intrapersonal memory relation? There are two sides in a memory relation: the earlier self judges that p, then memory keeps the later self in epistemic touch with that judgment by ‘preserving’ its warrant. But this is not an illocutionary relation. (When you ‘tell yourself that p,’ you are trying to ‘convince yourself’ that p and as such typically do not yet even judge that p.) I argue that the earlier self nonetheless offers an assurance by extending an invitation to trust. Your earlier self judges that p in part by projecting a future in which you will continue to trust yourself on the question whether p when you lose access to the evidence that informed the judgment. That projection of trust in yourself posits a worthiness of trust that ought to lead others to accept your testimony that p. Assurance in memory and assurance in testimony thus ought to work together. This aspect of the parallel emerges vividly when we see how it breaks down in the pathology of gaslighting – more than merely illocutionary abuse! – which targets specifically how testimony and memory work together in inviting trust relations. (shrink)

An assurance theory of trust begins from the act of assurance – whether testimonial, advisorial or promissory – and explains trust as a cognate stance of resting assured. My version emphasizes the risks and rewards of trust. On trust’s rewards, I show how an assurance can give a reason to the addressee through a twofold exercise of ‘normative powers’: (i) the speaker thereby incurs an obligation to be sincere; (ii) if the speaker is trustworthy, she thereby gives (...) her addressee the reason. Each claim is controversial; my contribution lies in how I defend them together, linking the sincerity obligation to the provision of reasons. On trust’s risks, I defend a popular thesis about the nature of trust – that trust differs from mere reliance in how it risks betrayal – against the objection that the thesis ‘moralizes’ trust. Such betrayal need not be moral, I argue, because it may derive entirely from how the assurance purports to provide a reason. (shrink)

The right to be forgotten enables individuals to remove certain links from search results that appear when their names are entered as search terms. Formulated as a distinct application of the general right to privacy, the right to be forgotten has proven highly controversial, for two reasons. First, it is difficult to see how the specific right to be forgotten can apply to the withdrawal of public information, since the general right to privacy typically covers the disclosure of private information. (...) Second, as a putative right to withdraw information from public reach, the right to be forgotten poses a threat to freedom of speech, which depends on the accessibility of information. By responding to these two objections, this paper develops a novel account of the right to be forgotten, understood as a claim of withdrawal grounded in both privacy and free speech interests. -/- . (shrink)

Recent work in cognitive science of religion (CSR) is beginning to converge on a very interesting thesis—that, given the ordinary features of human minds operating in typical human environments, we are naturally disposed to believe in the existence of gods, among other religious ideas (e.g., seeAtran [2002], Barrett [2004; 2012], Bering [2011], Boyer [2001], Guthrie [1993], McCauley [2011], Pyysiäinen [2004; 2009]). In this paper, we explore whether such a discovery ultimately helps or hurts the atheist position—whether, for example, it lends (...) credence to atheism by explaining away religious belief or whether it actually strengthens some already powerful arguments against atheism in the relevant philosophical literature.We argue that the recent discoveries of CSR hurt, not help, the atheist position—that CSR, if anything, should not give atheists epistemic assurance. (shrink)

The Assurance View, as advanced by Angus Ross and Richard Moran, makes the epistemology of testimony a matter of interpersonal commitments and entitlements. More specifically, I argue, their position is best understood as claiming that for someone’s belief to be testimonially justified is for some speaker to bear illocutionary responsibility for its truth. With this understanding in hand, I present a problem for the view that has so far escaped attention, a problem deriving from the wide freedom we have (...) to retract our assertions. Retraction dissolves the illocutionary responsibilities that were set up by preceding speech acts; but in some circumstances the epistemic significance of a retraction is effectively nil. We can therefore construct cases in which the responsibilities undertaken in testimony have been canceled, while the justification for belief based on it remains in place—and that shouldn’t be possible, if the Assurance View has things right. I present one such case and press its implications. (shrink)

The infusion of Artificial Intelligence (AI) into Agile software development is revolutionizing the domain of software testing, reshaping conventional methodologies to meet the demands of today’s complex and accelerated development cycles. Agile frameworks, renowned for their iterative workflows and adaptability, often encounter limitations in scaling to the velocity and intricacy of modern projects. AI emerges as a game-changer, introducing sophisticated capabilities such as hyper-automation, predictive defect analytics, and context-aware decision-making, thereby addressing these limitations with precision and scalability. This paper investigates (...) the transformative influence of AI on Agile testing methodologies, with a focus on specific use cases, the operational efficiencies gained through AI-augmented workflows, and the seamless collaboration between human testers and intelligent systems. A comprehensive, architecture-driven framework for embedding AI into Agile testing cycles is presented, with empirical validation through case studies that demonstrate tangible improvements in accuracy, productivity, and sprint adaptability. (shrink)

The combination of software architecture evolutions and cloud computing and cyber-physical systems creates advanced complexity when ensuring software reliability and security and efficiency. The once typical software quality assurance (SQA) practices using manual reviews and isolated testing methods fail to provide acceptable modern results anymore. This study develops a multimodal software quality assurance enhancement approach which combines static analysis together with dynamic testing and AI anomaly detection techniques. Software quality examines both potential defects alongside security vulnerabilities through code-level (...) static analysis before running the program while dynamic testing evaluates real-time functionalities and security features. AI-based anomaly detection systems develop through machine learning models which help software testing teams by predicting failures as well as detecting security threats and adjusting testing strategies in real-time. When these technologies work together it reduces undetected defects while attaining higher software security and quality levels and decreasing testing requirements. The paper explores implementation barriers together with ethical matters and evolving AI-powered software testing patterns while discussing the future trajectory of automated predictive and adaptive SQA methods. (shrink)

The Cartesian thesis that some justifications are infallible faces a gradation puzzle. On the one hand, infallible justification tolerates absolutely no possibility for error. On the other hand, infallible justifications can vary in evidential force: e.g. two persons can both be infallible regarding their pains while the one with stronger pain is nevertheless more justified. However, if a type of justification is gradable in strength, why can it always be absolute? This paper explores the potential of this gradation challenge by (...) rejecting Fumerton's recent ‘semantic decision' solution. On Fumerton's suggestion, the putative gradation of infallible justifications is essentially semantic. It concerns only how we use the relevant term but not how well we perceive the truth. Regardless of its intuitive appeal, Fumerton's solution does not cover all the related situations. There is an irreducibly epistemic sense in which infallible justifications vary in degrees. (shrink)

In this essay I respond to three of the most forceful objections to the open view of the future. It is argued that a) open view advocates must deny bivalence; b) the open view offers no theodicy advantages over classical theism; and c) the open view can’t assure believers that God can work all things to the better. I argue that the first objection is premised on an inadequate assessment of future tensed propositions, the second is rooted in an inadequate (...) assessment of free will, and the third is grounded in an inadequate assessment of God’s intelligence. (shrink)

As the financial services industry advances, managing the inherent complexities of annuities requires sophisticated risk management in software testing. Traditional methodologies are insufficient to address the multi-dimensional challenges posed by evolving regulatory landscapes, intricate financial models, and system integration. This paper investigates the application of Artificial Intelligence (AI) and Machine Learning (ML) to enhance risk mitigation across critical testing domains, including compliance automation, financial accuracy, data security, and performance optimization. AI/ML technologies introduce advanced automation, predictive analytics, and anomaly detection, elevating (...) the precision and efficiency of the testing lifecycle. Through continuous learning models and adaptive testing frameworks, AI/ML streamlines legacy system integrations and dynamically scales performance testing. This article establishes the strategic imperative for insurers to integrate AI/ML into software testing frameworks, ensuring a proactive, data-driven approach to risk management and future-proofing their technological ecosystems. (shrink)

Abstract: This study focused on comparative assessment of the implementation of quality assurance mechanisms in educational management programme of federal and state universities in south-east, Nigeria. Four research questions and four null hypotheses guided the study. The study was carried out in the eight government-owned (3 federal and 5 state) universities in south-east that run educational management programme. The study adopted a survey research design on a population of eight heads of department. A 44-item researcher constructed questionnaire was used (...) to rate the implementation of quality assurance mechanisms as it relates to; moderation of examination, in-service professional development programmes, mock accreditation exercise, and infrastructural facilities. The instrument was validated by three experts, while a grand reliability index of 0.84 was obtained using crombach alpha reliability coefficient. Mean scores were used to answer the four research questions while t-test was used to test the four null hypotheses at 0.05 level of significance. The major findings of the study indicated that both federal and state universities in south-east implement the four mechanisms for quality assurance in educational management programme to a little extent. Though they both have implemented it to a little extent, the federal universities seem to record better implementation of these mechanisms compared to the state universities. This is supported by the outcome of research questions 3 & 4 as well as hypotheses 3 & 4. It was recommended among others that the National Universities Commission (NUC) should lay more emphasis on the state universities during the usual general/main accreditation exercise of institutions. This will reduce the differences that may exist in standard. Conclusions, implications and limitations of the study were made as well as suggestions for further studies. (shrink)

Unreproducibility stemming from a loss of data integrity can be prevented with hash functions, secure sketches, and Benford's Law when combined with the historical practice of a Pli Cacheté where scientific discoveries were archived with a 3rd party to later prove the date of discovery. Including the distinct systems of preregistation and data provenance tracking becomes the starting point for the creation of a complete ontology of scientific documentation. The ultimate goals in such a system--ideally mandated--would rule out several forms (...) of dishonesty, catch computational and database errors, catch honest mistakes, and allow for automated data audits of large collaborative open science projects. (shrink)

Normative powers are often assumed or defined to be abilities to change requirements by one's say so. Promise and command generate duties (and so requirement), consent waives them. I argue that alongside such deontic powers, we enjoy a suite of non-deontic powers: abilities to shape non-requiring interpersonal norms by our say so. I call consent's non-deontic analogue “allowance.” Suppose that we are meeting and we explicitly agreed to talk for an hour; but I see that the day is really getting (...) away from you; it would be helpful to you to end early. That situation can be such that carrying on the meeting is permissible but still interpersonally defective—it's rude, imposing, graceless, etc. You can change that by your say so; you could, for instance, tell me “don't worry about it! we have the full hour.” Your say so is not deontic consent as it did not change what was permissible; but it did make a normative difference, rendering my carrying on no longer graceless or rude. I defend a set of four atomic non-deontic powers that I call “allowance,” “assurance” (like promise), “pressure” (like command), and “withdrawal” (like revocation). I also defend the existence of more complex molecular powers, most importantly the power exercised in telling another “I love you.” In addition to an argument from cases, I make a bigger picture, theoretical argument: we can shape non-deontic norms by (re)shaping our relationships with others; if we can shape non-deontic norms indirectly in that way, then we can do so directly by our say so. The upshot is a theory of ubiquitous, understudied normative phenomena and a picture on which the deontic and non-deontic dimensions of interpersonal life are continuous. (shrink)

This paper investigates the recurrent music ban on musical video broadcasting and the issues of quality of musical contents that have warranted such a phenomenon by the National Broadcasting Commission in Nigeria. The major contention was the justification or otherwise of the ban. The paper employed observational and analytical methodologies to examine the causes of the bans on musical videos in Nigeria by NBC, the reactions of the affected artistes and their fans and the negative effects of erotic lyrics, nudity (...) and suggestive dance steps by minors, ladydancers and the musicians on the youths and other categories of musical video audiences. The paper submits that the NBC’s gestures are commendable and should be sustained while quality assurance efforts should be intensified through promotion of quality musical videos produced more for the purpose of entertainment than education or information. The paper also calls for collaborative efforts among all stakeholders in the music industry to achieve quality in the musical videos produced for general public consumption. This paper encourages musicians to invite creativity into the musical industry in Nigeria by coming out with songs and performances that reflect the cultural values of the country rather than mere entertainment songs and acts that have a greater tendency to corrupt younger minds. (shrink)

I outline what I call the ‘deniability problem’, explain why it is problematic, and identify the range of utterances to which it applies (using religious discourse as an example). The problem is as follows: To assign content to many utterances audiences must rely on their contextual knowledge. This generates a lot of scope for error. Thus, speakers are able to make assertions and deny responsibility for the proposition asserted, claiming that the audience made a mistake. I outline the problem (a (...) limited version of which Fricker 2012 discusses), before explaining why it is problematic. Firstly it blocks testimonial knowledge according to assurance views. Secondly it prevents epistemic buck passing (the importance of which is emphasized by Goldberg 2006 and McMyler 2013). Finally, it removes a key disincentive to dishonesty. The recent literature on context sensitivity (particularly Cappelen and Lepore 2004) seems to entail that the problem applies to a very wide range of utterances. I consider a series of responses which fail to provide a solution, but which help us narrow down the scope of the problem. (shrink)

In the dynamic landscape of modern software development, the integration of Quality Assurance (QA) with advanced analytics and metrics is redefining the paradigms of software quality engineering. This paper delves into the strategic role of QA metrics and analytics in enabling data driven decisions, which foster a proactive and predictive approach to quality management. Traditional QA processes, often plagued by subjective assessments and reactive defect handling, are being replaced by evidence-based frameworks that utilize cutting-edge technologies such as machine learning (...) (ML), artificial intelligence (AI), and real-time dashboards. Key performance indicators (KPIs) like Defect Removal Efficiency (DRE), Mean Time to Repair (MTTR), and automation coverage provide a granular understanding of the development pipeline. Predictive analytics models, integrated within CI/CD pipelines, leverage historical defect trends and code complexity metrics to forecast potential failure points, optimize resource allocation, and reduce time-to-market. Furthermore, prescriptive analytics equips QA teams with actionable insights, recommending remediation paths and improving decision-making agility. This paper underscores the transformative potential of QA analytics in driving efficiency and reliability across software ecosystems. It also highlights challenges, such as overcoming data silos, ensuring cross-platform compatibility, and addressing skill gaps in QA teams. The study presents a comprehensive metrics framework, explores state-of-the-art tools and methodologies, and includes a case study demonstrating a 40% reduction in production defects using advanced analytics. Finally, the paper proposes future directions, including ethical QA analytics, real-time quality dashboards, and deeper integration with DevSecOps workflows. By adopting these innovations, organizations can align QA objectives with business goals, achieving enhanced customer satisfaction, minimized defect leakage, and optimized development cycles. This shift represents not merely an enhancement of existing practices but a fundamental evolution of the QA discipline, positioning it as a critical driver of technological and organizational excellence. (shrink)

In this article we develop and defend what we call the “Trust View” of promissory obligation, according to which making a promise involves inviting another individual to trust one to do something. In inviting her trust, and having the invitation accepted (or at least not rejected), one incurs an obligation to her not to betray the trust that one has invited. The distinctive wrong involved in breaking a promise is a matter of violating this obligation. We begin by explicating the (...) core notion of “inviting someone to trust one to do something”, suggesting that it involves signaling to the other individual one's recognition of the importance the relevant action has for her, and one’s willingness to license her to have faith or optimism in one's character with regard to the performance of that action. We then turn to a defense of the Trust View, arguing that it has considerable appeal in its own right, that it is distinct from and superior to three similar accounts (T.M. Scanlon's Assurance View, Judith Jarvis Thomson's Reliance View and David Owens' Authority View), and that several objections to it can be answered. (shrink)

Kant infamously opposes not only revolution but also any resistance or disobedience by citizens that aims to compel states to reform themselves. This paper argues that, in fact, the Kantian account of the legitimate state has the resources for a distinctive justification of principled disobedience, including even violent or destructive resistance, that applies to citizens of contemporary Western democracies. When a state fails to enforce the law equally, this lack of equal enforcement can deprive some citizens of the equal (...) class='Hi'>assurance of the security of their rights that, on the Kantian account, forms part of the very basis of the state’s claim of legitimate authority. This failure of equal enforcement of the law will thus be a defect of legitimacy and, as a result, those citizens may engage not only in civil disobedience but also in uncivil disobedience, even violent or destructive resistance, in order to compel the state to reform itself. In this context, such disobedience or resistance will count as furthering rather than undermining the project of governance by legitimate law. (shrink)

Fumerton’s distinctive brand of metaepistemological scepticism is compared and contrasted with the related position outlined by Stroud. It is argued that there are at least three interesting points of contact between Fumerton and Stroud’s metaepistemology. The first point of contact is that both Fumerton and Stroud think that (1) externalist theories of justification permit a kind of non-inferential, perceptual justification for our beliefs about non-psychological reality, but it’s not sufficient for philosophical assurance. However, Fumerton claims, while Stroud denies, that (...) (2) direct acquaintance with facts is sufficient for philosophical assurance. And this is important because Stroud thinks that (3) we have direct perceptual access or acquaintance with facts about the external world, while Fumerton denies this. (shrink)

The effort of Fichte’s Foundations of the Entire Science of Knowledge is to ground the whole of the science in so called principles. This aim is a specific expression of the project of self-assurance of human being characterizing the important movement of modern metaphysics. The movement towards self-assurance even culminates here: it gets a form of showing human being as an entity founding itself and in totality with itself the whole of actuality. The foundation of science is therefore (...) in this Fichte’s work completely subordinated to the project of explicit self-constitution of human being based in practical-theoretical mastering of consciousness of its own ontological-ontical priority. (shrink)

Rawls's theory of political obligation attempts to avoid the obvious flaws of a Lockean consent model. Rawls rejects a requirement of consent for two reasons: First, the consent requirement of Locke’s theory was intended to ensure that the liberty and equality of the contractors was respected, but this end is better achieved by the principles chosen in the original position, which order the basic structure of a society into which citizens are born. Second, "basing our political ties upon a principle (...) of obligation would complicate the assurance problem." Instead, Rawls offers a duty-based account, whereby we are duty-bound to support and comply with just institutions that apply to us. A. John Simmons argues that Rawls cannot meet the particularity requirement of establishing political obligation to only one state. I assess the response that this requirement can be met by the political constructivist element of Rawls's theory. I conclude that there are fatal flaws in this response. (shrink)

As digital transformation accelerates within the insurance sector, the demand for robust, agile, and scalable software systems has reached unprecedented levels. Insurance platforms, encompassing policy management, underwriting, and claims processing, require high reliability to address complex customer needs and regulatory compliance. Traditional testing strategies often fail to match the pace of Agile and DevOps workflows, leading to delayed defect discovery, increased rework, and compromised software quality. This paper introduces Shift-Left Testing as a revolutionary paradigm for enhancing quality assurance by (...) integrating testing earlier into the software development lifecycle (SDLC). By adopting practices such as automated regression testing, API validations, and model-based test case design, organizations can minimize defects, streamline delivery pipelines, and achieve operational excellence. Furthermore, the infusion of AI/ML-driven testing accelerates anomaly detection and predictive analytics, ensuring that potential risks are identified proactively. Using real-world insurance use cases, such as accelerated underwriting and real-time policy issuance, this study underscores the efficacy of shift-left testing in mitigating domain-specific challenges. Through a blend of technical insights and actionable strategies, we position shift-left testing as a critical enabler for achieving faster delivery, reduced costs, and uncompromised quality in the insurance industry’s evolving landscape. (shrink)

Quality assurance in large terminologies is a difficult issue. We present two algorithms that can help terminology developers and users to identify potential mistakes. We demon­strate the methodology by outlining the different types of mistakes that are found when the algorithms are applied to SNOMED-CT. On the basis of the results, we argue that both formal logical and linguistic tools should be used in the development and quality-assurance process of large terminologies.

The shift to Microservices architecture and Application Programming Interface (API) - first development has transformed the landscape of software engineering, empowering development teams to create highly scalable, modular systems with agile, independent service deployment. However, the complexities of distributed architectures present unique challenges that traditional testing methodologies are often ill-equipped to address. These include managing inter-service dependencies, handling asynchronous communications, and ensuring data consistency across distributed nodes, all of which necessitate advanced testing strategies. This paper explores AI-enhanced testing strategies specifically (...) designed for Microservices and APIs, harnessing the power of machine learning, intelligent test generation, and anomaly detection. By leveraging machine learning models trained on production data, AI-driven approaches dynamically generate high-fidelity test cases and prioritize high-risk interactions, thereby optimizing test coverage and reducing test cycle duration. Additionally, intelligent test generation replicates real-world usage scenarios, creating adaptive tests that evolve with application changes. AI-powered anomaly detection adds a crucial layer of oversight, identifying deviations from expected behavior across interconnected services and flagging potential faults before they impact production. Furthermore, self-healing test mechanisms driven by AI continuously adjust and update test configurations as APIs evolve, maintaining relevance in high-speed CI/CD environments. This paper demonstrates how AI-driven testing elevates testing precision, enhances fault detection, and enables robust quality assurance in complex, API-driven systems. (shrink)

Software testing is an indispensable pillar in the software development lifecycle, guaranteeing the functionality, robustness, and security of applications. The two most predominant frameworks for executing software testing are the Traditional (Waterfall) model and the Agile paradigm. This paper delves into the core distinctions between these methodologies, focusing on their testing philosophies, workflows, and operational practices. By scrutinizing their defining characteristics, benefits, and constraints, this comparative analysis offers an in-depth exploration of how each methodology tackles quality assurance and its (...) significance in the context of contemporary software engineering. (shrink)

T he advent of synthetic data generation is redefining the testing ecosystem in the Life Insurance sector by mitigating key challenges such as data privacy vulnerabilities, suboptimal test coverage, and scalability constraints. This paper provides a granular analysis of synthetic data, positioning it as a next generation solution through a comparative evaluation with conventional data constructs, including production data, anonymized datasets, and process simulated data. An exhaustive comparison matrix underscores the unique value proposition of synthetic data in driving end-to-end test (...) coverage while ensuring alignment with stringent regulatory frameworks and data governance protocols. Furthermore, the paper explores cutting-edge methodologies, toolchains, operational applications, and associated challenges, while charting a forward-looking perspective on its transformative impact on quality engineering and assurance frameworks in Life Insurance. (shrink)

As the Life Insurance industry undergoes rapid digital transformation, the need for more intelligent and adaptive testing methods has become crucial. Traditional test case generation methods often struggle to keep pace with the industry’s dynamic requirements, intricate processes, and evolving regulatory landscapes. In this context, Generative AI (GenAI) is emerging as a game-changer, bringing a new level of efficiency, scalability, and intelligence to software quality assurance. This paper delves into the application of GenAI for autonomous test case generation in (...) life insurance applications, exploring how it can streamline testing, enhance accuracy, and reduce manual effort. Through comparisons with traditional approaches, real-world case studies, and a discussion of best practices, we uncover the tangible benefits and challenges of adopting GenAI in this domain. Additionally, the paper sheds light on future possibilities, aiming to inspire innovation and drive further advancements in quality assurance for life insurance systems. (shrink)

According to assurance views of testimonial justification, in virtue of the act of testifying a speaker provides an assurance of the truth of what she asserts to the addressee. This assurance provides a special justificatory force and a distinctive normative status to the addressee. It is thought to explain certain asymmetries between addressees and other unintended hearers (bystanders and eavesdroppers), such as the phenomenon that the addressee has a right to blame the speaker for conveying a falsehood (...) but unintended hearers do not, and the phenomenon that the addressee may deflect challenges to his testimonial belief to the speaker but unintended hearers may not. Here I argue that we can do a better job explaining the normative statuses associated with testimony by reference to epistemic norms of assertion and privacy norms. Following Sanford Goldberg, I argue that epistemic norms of assertion, according to which sincere assertion is appropriate only when the asserter possesses certain epistemic goods, can be ‘put to work’ to explain the normative statuses associated with testimony. When these norms are violated, they give hearers the right to blame the speaker, and they also explain why the speaker takes responsibility for the justification of the statement asserted. Norms of privacy, on the other hand, directly exclude eavesdroppers and bystanders from an informational exchange, implying that they have no standing to do many of the things, such as issue challenges or questions to the speaker, that would be normal for conversational participants. This explains asymmetries of normative status associated with testimony in a way logically independent of speaker assurance. (shrink)

It is argued that reliance on the testimony of others cannot be viewed as reliance on a kind of evidence. Speech being essentially voluntary, the speaker cannot see his own choice of words as evidence of their truth, and so cannot honestly offer them to others as such. Rather, in taking responsibility for the truth of what he says, the speaker offers a guarantee or assurance of its truth, and in believing him the hearer accepts this assurance. I (...) argue that, contrary to appearances, this account is compatible with the hearer acquiring knowledge, and in fact throws interesting light on the idea of knowledge. -/- . (shrink)

In recent years, a new generation of activists has reinvigorated debate over the public commemorative landscape. While this debate is in no way limited to statues, it frequently crystallizes around public representations of historical figures who expressed support for the oppression of certain groups or contributed to their past or present oppression. In this paper, I consider what should be done about such representations. A number of philosophers have articulated arguments for modifying or removing public monuments. Joanna Burch-Brown (2017) grounds (...) her argument for removal in what I call the “honorific” function of such representations—the ways in which they express and tend to cultivate admiration for their subjects. In the first two sections of the paper, I develop a novel argument for modifying these representations based on this insight. I argue that leaving such representations unmodified in the public space tends to undermine the dignity of members of oppressed groups as well as their assurance that society and government are committed to their rights and constitutional entitlements. In the paper’s third section, I develop a “balancing test” for determining whether the relevant moral and pragmatic considerations favor making a particular representation inaccessible to the public, or recontextualizing it for public consumption. Unlike some of the existing philosophical treatments of honorific representations that focus on particular monuments, this balancing test is designed for general application to any honorific representation that satisfies the presumptive case for modification. To conclude, I offer some reasons why weak forms of recontextualization that do not involve altering institutional context may often be an insufficient remedy for the problems I describe. (shrink)

L’objectivité permettrait d’assurer la supériorité de la science par rapport à d’autres modes de connaissance. Elle doit donc être défendue, surtout en cette « ère de post-vérité » où les « faits alternatifs » remplacent les faits avérés, en politique comme ailleurs. Or les attaques proviennent autant de l’extérieur que de l’intérieur de la sphère philosophique. Il convient donc de tenter d’opérer la réconciliation la plus large possible avec deux représentants de clans (très) opposés, Mario Bunge et Bruno Latour. Réinvestissant (...) les grandes conceptions de la notion d’objectivité, je propose ici trois chantiers pour cette réconciliation : la mise au rancart des conceptions naïves et parfois insincères de la science, la réévaluation des contextes de découverte et de justification, et celle de la distinction faits-valeurs. (shrink)

The thesis of this article is that there has never been any ground for the controversy between the doctrine of free will and determinism, that it is based upon a misapprehension, that the two assertions are entirely consistent, that one of them strictly implies the other, that they have been opposed only because of our natural want of the analytical imagination. In so saying I do not tamper with the meaning of either phrase. That would be unpardonable. I mean free (...) will in the natural and usual sense, in the fullest, the most absolute sense in which for the purposes of the personal and moral life the term is ever employed. I mean it as implying responsibility, merit and demerit, guilt and desert. I mean it as implying, after an act has been performed, that one " could have done otherwise " than one did. I mean it as conveying these things also, not in any subtly modified sense but in exactly the sense in which we conceive them in life and in law and in ethics. These two doctrines have been opposed because we have not realised that free will can be analysed without being destroyed, and that determinism is merely a feature of the analysis of it. And if we are tempted to take refuge in the thought of an "ultimate ", an "innermost" liberty that eludes the analysis, then we have implied a deterministic basis and constitution for this liberty as well. For such a basis and constitution lie in the idea of liberty. -/- The thesis is not, like that of Green or Bradley, that the contending opinions are reconciled if we adopt a certain metaphysic of the ego, as that it is timeless, and identifies itself with a desire by a " timeless act". This is to say that the two are irreconcilable, as they are popularly supposed to be, except by a theory that delivers us from the conflict by taking us out of time. Our view on the contrary is that from the natural and temporal point of view itself there never was any need of a reconciliation but only of a comprehension of the meaning of terms. (The metaphysical nature of the self and its identity through time is a problem for all who confront memory, anticipation, etc.; it has no peculiar difficulties arising from the present problem.) -/- I am not maintaining that determinism is true; only that it is true insofar as we have free will. That we are free in willing is, broadly speaking, a fact of experience. That broad fact is more assured than any philosophical analysis. It is therefore surer than the deterministic analysis of it, entirely adequate as that in the end appears to be. But it is not here affirmed that there are no small exceptions, no slight undetermined swervings, no ingredient of absolute chance. All that is here said is that such absence of determination, if and so far as it exists, is no gain to freedom, but sheer loss of it; no advantage to the moral life, but blank subtraction from it. -- When I speak below of "the indeterminist" I mean the libertarian indeterminist, that is, him who believes in free will and holds that it involves indetermination. (shrink)

Recent breakthroughs in artificial intelligence have primarily resulted from training deep neural networks (DNNs) with vast numbers of adjustable parameters on enormous datasets. Due to their complex internal structure, DNNs are frequently characterized as inscrutable ``black boxes,'' making it challenging to interpret the mechanisms underlying their impressive performance. This opacity creates difficulties for explanation, safety assurance, trustworthiness, and comparisons to human cognition, leading to divergent perspectives on these systems. This chapter examines recent developments in interpretability methods for DNNs, with (...) a focus on interventionist approaches inspired by causal explanation in philosophy of science. We argue that these methods offer a promising avenue for understanding how DNNs process information compared to merely behavioral benchmarking and correlational probing. We review key interventionist methods and illustrate their application through practical case studies. These methods allow researchers to identify and manipulate specific computational components within DNNs, providing insights into their causal structure and internal representations. We situate these approaches within the broader framework of causal abstraction, which aims to align low-level neural computations with high-level interpretable models. While acknowledging current limitations, we contend that interventionist methods offer a path towards more rigorous and theoretically grounded interpretability research, potentially informing both AI development and computational cognitive neuroscience. (shrink)

In this paper I argue that Locke takes sensitive knowledge (i.e. knowledge from sensation) to be genuine knowledge that material objects exist. Samuel Rickless has recently argued that, for Locke, sensitive knowledge is merely an “assurance”, or a highly probable judgment that falls short of certainty. In reply, I show that Locke sometimes uses “assurance” to describe certain knowledge, and so the use of the term “assurance” to describe sensitive knowledge does not entail that it is less (...) than certain. Further, I show that sensitive knowledge includes the perception of a relation between ideas, and thus it satisfies Locke’s definition of knowledge. He also repeatedly claims that sensitive knowledge is certain. So, despite recent challenges to this interpretation raised in the secondary literature, Locke really does take sensitive knowledge to be certain knowledge. (shrink)

This document presents the Bonn PRINTEGER Consensus Statement: Working with Research Integrity—Guidance for research performing organisations. The aim of the statement is to complement existing instruments by focusing specifically on institutional responsibilities for strengthening integrity. It takes into account the daily challenges and organisational contexts of most researchers. The statement intends to make research integrity challenges recognisable from the work-floor perspective, providing concrete advice on organisational measures to strengthen integrity. The statement, which was concluded February 7th 2018, provides guidance on (...) the following key issues: § 1. Providing information about research integrity§ 2. Providing education, training and mentoring§ 3. Strengthening a research integrity culture§ 4. Facilitating open dialogue§ 5. Wise incentive management§ 6. Implementing quality assurance procedures§ 7. Improving the work environment and work satisfaction§ 8. Increasing transparency of misconduct cases§ 9. Opening up research§ 10. Implementing safe and effective whistle-blowing channels§ 11. Protecting the alleged perpetrators§ 12. Establishing a research integrity committee and appointing an ombudsperson§ 13. Making explicit the applicable standards for research integrity. (shrink)

The foundations of research ethics are riven with fault lines emanating from a fear that if research is too closely connected to weighty social purposes an imperative to advance the common good through research will justify abrogating the rights and welfare of study participants. The result is an impoverished conception of the nature of research, an incomplete focus on actors who bear important moral responsibilities, and a system of ethics and oversight highly attuned to the dangers of research but largely (...) silent about threats of ineffective, inefficient, and inequitable medical practices and health systems. -/- In For the Common Good: Philosophical Foundations of Research Ethics, Alex John London defends a conception of the common good that grounds a moral imperative with two requirements. The first is to promote research that generates the information necessary to enable key social institutions to effectively, efficiently, and equitably safeguard the basic interests of individuals. The second is to ensure that research is organized as a voluntary scheme of social cooperation that respects its various contributors' moral claims to be treated as free and equal. Connecting research to the goals of a just social order grounds a framework for assessing and managing research risk that reconciles these requirements and justifies key oversight practices in non-paternalistic terms. Reconceiving research ethics as resolving coordination problems and providing credible assurance that these requirements are being met expands the issues and actors that fall within the purview of the field and provides the foundation for a more unified and coherent approach to domestic and international research. -/- This is an open access title available under the terms of a CC BY-NC-ND 4.0 license. It is free to read at Oxford Scholarship Online and offered as a free PDF download from OUP and selected open access locations. (shrink)

This document presents the Bonn PRINTEGER Consensus Statement: Working with Research Integrity—Guidance for research performing organisations. The aim of the statement is to complement existing instruments by focusing specifically on institutional responsibilities for strengthening integrity. It takes into account the daily challenges and organisational contexts of most researchers. The statement intends to make research integrity challenges recognisable from the work-floor perspective, providing concrete advice on organisational measures to strengthen integrity. The statement, which was concluded February 7th 2018, provides guidance on (...) the following key issues: § 1.Providing information about research integrity § 2.Providing education, training and mentoring § 3.Strengthening a research integrity culture § 4.Facilitating open dialogue § 5.Wise incentive management § 6.Implementing quality assurance procedures § 7.Improving the work environment and work satisfaction § 8.Increasing transparency of misconduct cases § 9.Opening up research § 10.Implementing safe and effective whistle-blowing channels § 11.Protecting the alleged perpetrators § 12.Establishing a research integrity committee and appointing an ombudsperson § 13.Making explicit the applicable standards for research integrity. (shrink)

This is a book about philosophy, physics, and mechanics in the 18th century, and the struggle for a theory of bodies. Bodies are everywhere, or so it seems: from pebbles to planets, tigers to tables, pine trees to people; animate and inanimate, natural and artificial, they populate the world, acting and interacting with one another. And they are the subject- matter of Newton's laws of motion. At the beginning of the 18th century, physics was that branch of philosophy tasked with (...) the study of body in general. With such an account in hand, the special areas of philosophy (whether natural, moral, or political) that presuppose special kinds of bodies (such as plants, animals, and human beings) could proceed assured of the viability of their objects and the unity of their shared enquiries. For all had "bodies" in common. So: What is a body? And how can we know? This is the Problem of Bodies, and the quest for a solution animated natural philosophy throughout the Age of Reason. (shrink)