Quarantines and virtual learning became necessary as a result of the COVID-19 pandemic. This study investigates the challenges and opportunities in virtual classes; and how they affect the academic goals. There were 150 secondary students from Junior and Senior High School levels of education in the Philippines, who were deliberately selected; and they participated in the quantitative online survey that used a 62-item self-made 4-point Likert scale questionnaire, with 0.81 reliability coefficients. The data were evaluated by means of the percentage, (...) the mean, and the standard deviation. Sex and secondary education levels were used, in order to compare the students’ challenges and opportunities. One-way ANOVA compared the male and female respondents’ perceived challenges and opportunities. The results revealed that junior high-school (JHS) girls highlighted academic satisfaction; while school-life balance, and virtual learning helped as challenges and opportunities. The females found school-life balance, communication (F(1,149)=11.098; F(1,149)=8.430, p<0.01), academic fulfilment, self-directedness, and time-management (F(1,149)=4.224; F(1,149)=4.470; F(1,149)=4.030, p<0.05) more difficult than did the males. Senior high school (SHS) students were less satisfied with the virtual teaching (F(1,149)=14.391, p<0.001), technology use (F(1,149)=7.342, p<0.01), and communication (F(1,149)=3.934, p<0.05) than JHS students. Males were more satisfied with school and teachers’ assistance (F(1,149)=7.482, p<0.01). Some viewed virtual learning more favourably; and they regard themselves as being adaptive; they think the subject matter and learning tasks are interrelated; and they viewed virtual feedback more positively (F(1,149)=6.438; F(1,149)=5.900; F(1,149)=5.183; F(1,149)=4.470, p<0.05). The JHS students reported subject matter and the virtual learning tasks as being interrelated; and they valued virtual feedback, school and teacher support, and the adaptability to change. Challenges and opportunities may serve as the foundation for establishing a more inclusive policy on virtual learning implementation, with school and stakeholders’ cooperation needed to sustain learners’ holistic development. (shrink)

Putnam’s most famous contribution to mathematical logic was his role in investigating Hilbert’s Tenth Problem; Putnam is the ‘P’ in the MRDP Theorem. This volume, though, focusses mostly on Putnam’s work on the philosophy of logic and mathematics. It is a somewhat bumpy ride. Of the twelve papers, two scarcely mention Putnam. Three others focus primarily on Putnam’s ‘Mathematics without foundations’ (1967), but with no interplay between them. The remaining seven papers apparently tackle unrelated themes. Some of this disjointedness would (...) doubtless have been addressed, if Putnam had been able to compose his replies to these papers; sadly, he died before this was possible. In this review, I do my best to tease out some connections between the paper; and there are some really interesting connections to be made. (shrink)

This is a transcript of a conversation between P F Strawson and Gareth Evans in 1973, filmed for The Open University. Under the title 'Truth', Strawson and Evans discuss the question as to whether the distinction between genuinely fact-stating uses of language and other uses can be grounded on a theory of truth, especially a 'thin' notion of truth in the tradition of F P Ramsey.

I assess a number of connected ideas about temporal experience that are introspectively plausible, but which I believe can be argued to be incorrect. These include the idea that temporal experiences are extended experiential processes, that they have an internal structure that in some way mirrors the structure of the apparent events they present, and the idea that time in experience is in some way represented by time itself. I explain how these ideas can be developed into more sharply defined (...) views, and then argue that these views are inconsistent with certain empirical facts about how time is represented in the brain. These facts instead support a kind of atomic view, on which temporal experiences are temporally unstructured atoms. (shrink)

I give an account of the difference between "Holistic" and "Atomistic" views of conscious experience. On the Holistic view, we enjoy a unified "field" of awareness, whose parts are mere modifications of the whole, and therefore owe their existence to the whole. There is some tendency to saddle those who reject the Holistic field model with a (perhaps) implausible "building block" view. I distinguish a number of different theses about the parts of an experience that are suggested by the "building (...) block" metaphor, but which can be rejected by those who also reject the holistic field view. (shrink)

This essay draws on the work of Jacques Derrida and Angela Y. Davis towards a philosophical resistance to the death penalty in the U.S. I find promise in Derrida’s claim that resistance to the death penalty ought to contest a political structure that founds itself on having the power to decide life and death, but I move beyond Derrida’s desire to consider the abolition of the death penalty without engaging with the particular histories and geographies of European colonialism. I offer (...) a critique of Derrida’s recently published work on the death penalty by engaging with the work of Davis and argue that discussions of state violence in nations that inherit European forms of sovereignty must take seriously the racist violence on which those sovereign powers rely. (shrink)

During the Standing Rock protests in North Dakota, USA/Turtle Island, a group of military veterans knelt in front of Oceti Sakowin Elders asking forgiveness for centuries of settler colonial military ventures in Oceti Sakowin Territory. Leonard Crow Dog forgave them and immediately demanded respect for Native Nations throughout the U.S. Lacking such respect, he said, Native people will cease paying taxes. Crow Dog’s post-forgiveness remarks speak to the political context of the military veterans’ request: They seek collective forgiveness amidst ongoing (...) occupation and harms committed by the collective they represent. In this chapter, I examine this case study and argue that ongoing harm undermines requests for forgiveness on behalf of collectives. I look to the work of Glen Coultard, Waziyatawin, and Leanne Simpson to consider what a responsible request for collective forgiveness would entail. (shrink)

The Soviet psychologist L. S. Vygotsky was immersed in theater and the arts through much of his life, collaborating with scholars of the psychology of acting, including Konstantin Stanislavski’s close confidante and long-time editor Liubov Gurevich, on terms and theories expressed in his historically defining text, An Actor’s Work. This article connects linguistic, theoretical, and methodological aspects of Stanislavski’s work with Vygotsky’s quest to develop a new psychology, finding its apogee in the works of his final years, especially after he (...) gained access to an extended draft of Stanislavski’s chapters. As Vygotsky’s theories continue to influence the field of psychology, this article looks to provide a guidepost for refining understanding of Vygotsky’s theories based on archival evidence and a close reading of contemporary translations of Vygotsky’s major works. (shrink)

I offer some responses to Prosser’s ‘Experiencing Time’, one of whose goals is to debunk a view of temporal experience somewhat prevalent in the metaphysics literature, which I call ‘Perceptualism’. According to Perceptualism: it is part of the content of perceptual experience that time passes in a metaphysically strong sense: the present has a metaphysically privileged status, and time passes in virtue of changes in which events this ‘objective present’ highlights, and moreover this gives us evidence in favor of strong (...) passage. Prosser argues that perception cannot be sensitive to whether the strong passage obtains, and therefore cannot represent strong passage in a way that gives us evidence of its truth. Although I accept this conclusion, I argue that Prosser’s argument for it is problematic. It threatens to over-generalize to rule out uncontroversial cases of perceptual knowledge, such as our knowledge that we live in a spatial world. Furthermore, a successful argument ruling out perceptual evidence for strong passage would have to give constraints on the theory/observation distinction of a kind not provided by Prosser’s discussion. I also comment on several other parts of the book. (shrink)

This Essay analyzes an essay by H. L. A. Hart about discretion that has never before been published, and has often been considered lost. Hart, one of the most significant legal philosophers of the twentieth century, wrote the essay at Harvard Law School in November 1956, shortly after he arrived as a visiting professor. In the essay, Hart argued that discretion is a special mode of reasoned, constrained decisionmaking that occupies a middle ground between arbitrary choice and determinate rule application. (...) Hart believed that discretion, soundly exercised, provides a principled way of coping with legal indeterminacy that is fully consistent with the rule of law. This Essay situates Hart’s paper – Discretion – in historical and intellectual context, interprets its main arguments, and assesses its significance in jurisprudential history. In the context of Hart’s work, Discretion is notable because it sketches a theory of legal reasoning in depth, with vivid examples. In the context of jurisprudential history, Discretion is significant because it sheds new light on long-overlooked historical and theoretical connections between Hart’s work and the Legal Process School, the American jurisprudential movement dominant at Harvard during Hart’s year as a visiting professor. Hart’s Discretion is part of our jurisprudential heritage, advancing our understanding of legal philosophy and its history. (shrink)

The principle of sufficient reason threatens modal collapse. Some have suggested that by appealing to the indefinite extensibility of contingent truth, the threat is neutralized. This paper argues that this is not so. If the indefinite extensibility of contingent truth is developed in an analogous fashion to the most promising models of the indefinite extensibility of the concept set, plausible principles permit the derivation of modal collapse.

The articles that comprise this special issue of Intellectual History Review are briefly described.

The educational philosophies of John Dewey, Paulo Freire and Tsunesaburo Makiguchi were born at different times and in different cultures but the themes they propound resonate with the ordinary people. Although there are ideas that are unique to each philosophy, this paper tries to uncover the themes that are similar in them. The purpose to uncovering these themes is to try in some way to form a unifying force that opens a path to making the ideas rather than the person (...) resonate among people. The three philosophers were not interested in recognition but rather sought the welfare of their fellow human beings as their purpose. As such, their hope was that their ideas would be turned to action by people rather than adoration of their philosophies. Increasingly, educators are seeking ways to harmonize their ideas and ideals with other educators in order to build a strong counterbalance to the historically prevalent divisive and prejudicial societal structures that inhibit human development. Paolo Freire points out that such a counterbalance would ultimately benefit the oppressed and the oppressor. In order to accomplish this, educators will need to put aside small philosophical differences and focus on the more meaningful themes that unite them. The interconnectedness of humanity and nature is becoming increasingly apparent in all realms of human activity. Future research and educational work must begin to turn away from its divisive nature and look for themes of harmony within and between disciplines. Instead of looking for ways to reject each other we need to research ways of uniting each other, not only for our own sake but for the sake are future generations. (shrink)

We defend and explore the view that bringing philosophy, political science, and economics together in the study of social and political institutions sheds light and banishes shadows in ways that no subset of these three disciplines could possibly accomplish.

In the last century, philosophers turned their attention to language. One place they have looked for clues about its nature is Plato’s Cratylus, which considers whether names are naturally or conventionally correct. The dialogue is a source of annoyance to many commentators because it does not take a clear position on the central question. At times, it argues that language is conventional, and, at other times, defends the view that language is natural. This lack of commitment has led to a (...) longstanding dispute over the outcome of the dialogue. I argue that the Cratylus provides no clear resolution to this problem because it presupposes certain unexamined metaphysical commitments about the nature of reality, which are in need of thorough investigation. (shrink)

In two rarely discussed passages – from unpublished notes on the Principles of Philosophy and a 1647 letter to Chanut – Descartes argues that the question of the infinite extension of space is importantly different from the infinity of time. In both passages, he is anxious to block the application of his well-known argument for the indefinite extension of space to time, in order to avoid the theologically problematic implication that the world has no beginning. Descartes concedes that we always (...) imagine an earlier time in which God might have created the world if he had wanted, but insists that this imaginary earlier existence of the world is not connected to its actual duration in the way that the indefinite extension of space is connected to the actual extension of the world. This paper considers whether Descartes’s metaphysics can sustain this asymmetrical attitude towards infinite space vs. time. I first consider Descartes’s relation to the ‘imaginary’ space/time tradition that extended from the late scholastics through Gassendi and More. I next examine carefully Descartes’s main argument for the indefinite extension of space and explain why it does not apply to time. Most crucially, since duration is merely conceptually distinct from enduring substance, the end or beginning of the world entails the end or beginning of real time. In contrast, extension does not depend on any enduring substance besides itself. (shrink)

This chapter examines the nature and normative significance of taxation. In particular, it identifies and explores two central normative questions: (1) What tax arrangements should a state or society put into place? (2) How should a citizen or taxpayer relate to an existing system? In thinking through these and relate questions, the discussion also critically engages with the broadly Rawlsian view of taxation defended by Murphy and Nagel in The Myth of Ownership.

matter of knowing that -- that injustice is wrong, courage is valuable, and care is As a result, what I'll be doing is primarily defending in general -- and due. Such knowledge is embodied in a range of capacities, abilities, and skills..

What is the connection between having a phenomenal property and knowing that one has that property? A traditional view on the matter takes the connection to be quite intimate. Whenever one has a phenomenal property, one knows that one does. Recently most authors have denied this traditional view. The goal of this paper is to defend the traditional view. In fact, I will defend something much stronger: I will argue that what it is for a property to be phenomenal is (...) for it to be a property one must know oneself to have when on has it. As we will see, this theory has a number of surprising and welcome upshots, suggesting that the traditional view has been unjustly maligned. (shrink)

The ethics of betel nut use in Taiwan are examined in this article. It first presents scientific facts about the betel quid, its consumption and negative health consequences and then analyses the cultural background and economic factors contributing to its popularity in Asia. Governmental and institutional attempts to curb betel nut cultivation, distribution and sales are also described. Finally, the bioethical implications of this often ignored subject are considered.

Recently some philosophers have defended the thesis that naturalness, or joint-carvingness, is an aim of belief. This paper argues that there is an important class of counterexamples to this thesis. In particular, it is argued that naturalness is not an aim of our beliefs concerning what is joint carving and what is not.

Propositions represent the entities from which they are formed. This fact has puzzled philosophers and some have put forward radical proposals in order to explain it. This paper develops a primitivist account of the representational properties of propositions that centers on the operation of application. As we will see, this theory wins out over its competitors on grounds of strength, systematicity and unifying power.

This article addresses the ethics of betel nut use in Taiwan. It first presents scientific facts about the betel quid and its consumption and the generally accepted negative health consequences associated with its use: oral and esophageal cancer, coronary artery disease, metabolic diseases, and adverse effects in pregnancy. It then analyzes the cultural background and economic factors contributing to its popularity in Asia. The governmental and institutional attempts to curb betel nut cultivation, distribution, and sales are also described. Finally, the (...) article analyzes the bioethical implications of this often-ignored subject from the perspectives of human dignity, the good of health, vulnerable groups, cultural diversity, informed consent, and ethical blind spots. (shrink)

This is a co-authored dialogue which explores epistemological and metaphysical questions raised by a social constructivist approach to science.

I've previously suggested that the historical evidence used to challenge scientific realism should lead us to embrace what I call Uniformitarianism, but many recently influential forms of scientific realism seem happy to share this commitment. I trace a number of further points of common ground that collectively constitute an appealing Middle Path between classical forms of realism and instrumentalism, and I suggest that many contemporary realists and instrumentalists have already become fellow travelers on this Middle Path without recognizing how far (...) they have thereby diverged from those who share their labels and slogans. I conclude by describing their central remaining disagreement and the sorts of evidence needed to resolve it. (shrink)

The case for secrecy in voting depends on the assumption that voters reliably vote for the political outcomes they want to prevail. No such assumption is valid. Accordingly, voting procedures should be designed to provide maximal incentive for voters to vote responsibly. Secret voting fails this test because citizens are protected from public scrutiny. Under open voting, citizens are publicly answerable for their electoral choices and will be encouraged thereby to vote in a discursively defensible manner. The possibility of bribery, (...) intimidation or blackmail moderates this argument but such dangers will be avoidable in many contemporary societies without recourse to secrecy. (shrink)

Tradução para o português do livro "Ceticismo e naturalismo: algumas variedades", Strawson, P. F. . São Leopoldo, RS: Editora da Unisinos, 2008, 114 p. Coleção: Ideias. ISBN: 9788574313214. Capítulo 1 - Ceticismo, naturalismo e argumentos transcendentais 1. Notas introdutórias; 2. Ceticismo tradicional; 3. Hume: Razão e Natureza; 4. Hume e Wittgenstein; 5. “Apenas relacionar”: O papel dos argumentos transcendentais; 6. Três citações; 7. Historicismo: e o passado.

Imperatives cannot be true, but they can be obeyed or binding: `Surrender!' is obeyed if you surrender and is binding if you have a reason to surrender. A pure declarative argument — whose premisses and conclusion are declaratives — is valid exactly if, necessarily, its conclusion is true if the conjunction of its premisses is true; similarly, I suggest, a pure imperative argument — whose premisses and conclusion are imperatives — is obedience-valid (alternatively: bindingness-valid) exactly if, necessarily, its conclusion is (...) obeyed (alternatively: binding) if the conjunction of its premisses is. I argue that there are two kinds of bindingness, and that a vacillation between two corresponding variants of bindingness-validity largely explains conflicting intuitions concerning the validity of some pure imperative arguments. I prove that for each of those two variants of bindingness-validity there is an equivalent variant of obedience-validity. Finally, I address alternative accounts of pure imperative inference. (shrink)

In the book “A Theory of Justice”, John Rawls examines the notion of a just society. More specifically, he develops a conception of justice—Justice as Fairness—derived from his novel interpretation of the social contract. Central to his account are two lexically-ordered principles of justice by which primary social institutions, or the basic structure of society, are ideally to be organized and regulated. Broadly speaking, the second of Rawls’ two principles pertains to “the distribution of income and wealth”, and its formulation (...) is to be understood as an expression of Rawls’ Difference Principle—roughly, the principle that “inequality in expectation is permissible only if lowering it would make the [worst-off] class even more worse off.”1 2 I want to suggest that Rawls’ Difference Principle (DP) entails the following worrisome outcome: Because DP maximizes the absolute level of expectation (and disregards the relative level), it authorizes potentially immense levels of inequality, such that this inequality itself can become a source of social discord and injustice. This paper will (§2) present Rawls’ formulation of DP, (§3) motivate the worrisome outcome entailed by DP, and (§4) offer a prima facie plausible solution in the form of an addendum to DP. (shrink)

In the essay “Reasonable Religious Disagreements,” Dr. Richard Feldman examines reasonable disagreements between peers. More specifically, he asks whether such disagreements are possible, and also whether the parties to such a disagreement could think that both their own belief and the belief of their peer with whom they disagree are reasonable. Feldman argues that there cannot be any such thing as a reasonable disagreement, and furthermore, that the parties to a disagreement are not epistemically licensed to think that their own (...) belief and their opponents belief are both reasonable. As Feldman notes, “open and honest discussion seems to have the puzzling effect of making reasonable disagreement impossible”. My project herein will be (in §2) to explain Feldman’s notion of a reasonable disagreement, and then reconstruct and assess his argumentation, and (in §3) advance three objections to Feldman’s argument. I will focus on denying Feldman’s answer to his first question—that reasonable disagreement between peers is not possible—and my suggestion is that if any of these three objections to Feldman’s argument go through, then the argument falls. And if Feldman’s argument falls, then his argument no longer provides grounds for our thinking that reasonable disagreement is impossible. (shrink)

In the essay “Epistemic Self-Trust and the Consensus Gentium Argument,” Dr. Linda Zagzebski examines the reasonableness of religious belief. More specifically, she argues that truth demands epistemic self-trust—roughly, a trust in the reliability of our own faculties. Furthermore, it is asserted that this self-trust commits me to an epistemic trust in others, which in turn provides grounds for believing that because many other people (to whom we have granted this epistemic trust) believe in God, this prevalence of belief thereby provides (...) a reason for me to believe in God, too. A critical step in Zagzebski’s argument is the move from epistemic self-trust to granting this sort of trust to other people—a move for which a sub-argument can be drawn out of her essay. My paper’s focus will be to examine Zagzebski’s sub-argument for her second premise (i.e., granting epistemic trust to others) to which I will advance two objections. (shrink)

It is often said in physics that if two models of a theory are related by a symmetry, then the two models provide (or could provide) two different representations of the very same situation, alike the case of two maps of different color for the very same city. It is also said that the situations represented by two models of a theory are indiscernible in some ways when the models in question are related by a symmetry of the theory, just (...) like the situation in the interior of the cabin of a train when the train is at rest in the station is empirically indiscernible from the situation in the interior when the train is moving uniformly (in classical mechanics, these two situations are represented by two models related by a boost). In recent years, philosophers of physics have focused a lot of attention in developing various principles that aim to elucidate these and similar remarks on symmetries, models, physical equivalence, and representation that are widespread in physics practice. The goal of the current article is to provide a critical review of these principles, and suggest a new framework for thinking about these kinds of questions. One important upshot of the paper is that questions of indiscernibility, and questions of the representational capacity of models, must be distinguished from one another. (shrink)

Pada musim semi, entah kenapa, tidak banyak ikan. Karena tangkapannya sangat tidak stabil, Pekakak mulai berpikir. Lalu membuat beberapa rencana. Dengan otoritas komandonya, dia memanggil Bangau: – Ini adalah musim penangkapan ikan yang sangat sulit. Jika kita ingin kenyang, kita harus membuat usaha patungan. Bangau mengangguk, menambahkan: - Saya setuju; mari kita beternak ikan kakap putih dan ikan mas krusia. Jenis ini berumur panjang dan sangat produktif. Pekakak dan Bangau sepakat untuk berbagi tugas beternak, dan tidak ada diskriminasi yang diizinkan. (...) Namun imbalannya berbeda: Pekakak bertanggung jawab untuk ikan kakap putih dan, dengan demikian, dapat memiliki lebih banyak ikan kakap putih, sedangkan Bangau mendapat ikan mas krusia. Siapapun yang memelihara ikan mana yang lebih banyak akan menikmati 80% dari panen akhir ikan tersebut. Keduanya akan mengevaluasi dan membagi produk ternak pada akhir musim beternak. Ini berarti mengantongi sendiri ikan hasil usaha patungan untuk diri sendiri itu dilarang. (shrink)

P. F. Strawson; II*—Scruton and Wright on Anti-Realism Etc., Proceedings of the Aristotelian Society, Volume 77, Issue 1, 1 June 1977, Pages 15–22, https://doi.

The notion of a simulating termination analyzer is examined at the concrete level of pairs of C functions. This is similar to AProVE: Non-Termination Witnesses for C Programs. The termination status decision is made on the basis of the dynamic behavior of the input. This paper explores what happens when a simulating termination analyzer is applied to an input that calls itself.

While this article sets out to advance our knowledge about the characteristics of Nigerian cybercriminals (Yahoo-Boys), it is also the first study to explore the narratives of the Economic and Financial Crimes Commission (EFCC) officers concerning them. It appraises symbolic interactionist insights to consider the ways in which contextual factors and worldview may help to illuminate officers’ narratives of cybercriminals and the interpretations and implications of such accounts. Semi-structured interviews of forty frontline EFCC officers formed the empirical basis of this (...) study and were subjected to a directed approach of qualitative content analysis. While prior studies, for example, indicated that only a group of cybercriminals deploy spiritual and magical powers to defraud victims (i.e. modus operandi), our data analysis extended this classification into more refined levels involving multiple features. In particular, analysis bifurcates cybercriminals and their operations based on three factors: [a] educational-attainment, [b] modus-operandi, and [c] networks-collaborators. Results also suggest that these cybercriminals and their operations are embedded in “masculinity-and-material-wealth”. These contributions thus have implications for a range of generally accepted viewpoints about these cybercriminals previously taken-for-granted. Since these criminals have victims all over the world, insights from our study may help various local and international agencies [a] to understand the actions/features of these two groups of cybercriminals better and develop more effective response strategies. [b] to appreciate the vulnerabilities of their victims better and develop more adequate support schemes. We also consider the limitations of social control agents’ narratives on criminals. (shrink)

The world's leading cause of morbidity and death is cardiovascular diseases (CVD), which makes early detection essential for successful treatments. This study investigates how optimization techniques can be used with machine learning (ML) algorithms to forecast cardiovascular illnesses more accurately. ML models can evaluate enormous datasets by utilizing data-driven techniques, finding trends and risk factors that conventional methods can miss. In order to increase prediction accuracy, this study focuses on adopting different machine learning algorithms, including Decision Trees, Random Forest, Support (...) Vector Machines, and Neural Networks, that have been tuned using strategies including hyper parameter selection, crossvalidation, and feature selection. (shrink)

Siblings compete for parental care and feeding, while parents must allocate scarce resources to those offspring most likely to survive and reproduce. This could cause offspring to evolve traits that advertise health, and thereby attract parental resources. For example, experimental evidence suggests that bright orange filaments covering the heads of North American coot chicks may have evolved for this fitness-advertising purpose. Could any human mental disorders be the equivalent of dull filaments in coot chicks—low-fitness extremes of mental abilities that evolved (...) as fitness indicators? One possibility is autism. Suppose that the ability of very young children to charm their parents evolved as a parentally selected fitness indicator. Young children would vary greatly in their ability to charm parents, that variation would correlate with underlying fitness, and autism could be the low-fitness extreme of this variation. This view explains many seemingly disparate facts about autism and leads to some surprising and testable predictions. (shrink)

We propose a systematic workflow for automating the storage and retrieval process, starting from the identification of the stock to its precise placement and retrieval within the storage facility. The design also addresses potential challenges such as robot mobility, collision avoidance, and space optimization. Performance metrics, including accuracy, time efficiency, and system scalability, are measured using simulation-based experiments in a controlled environment. The results show significant improvements in operational efficiency compared to traditional stock management approaches. This integration paves the way (...) for future advancements in fully automated warehouses, reducing the need for human labor and increasing reliability. Finally, we discuss potential enhancements, including AI-based decision-making algorithms, multi-robot collaboration, and integration with Internet of Things (IoT) for real-time data analysis and continuous system improvement. (shrink)

Given the fact that many people use Wikipedia, we should ask: Can we trust it? The empirical evidence suggests that Wikipedia articles are sometimes quite good but that they vary a great deal. As such, it is wrong to ask for a monolithic verdict on Wikipedia. Interacting with Wikipedia involves assessing where it is likely to be reliable and where not. I identify five strategies that we use to assess claims from other sources and argue that, to a greater of (...) lesser degree, Wikipedia frustrates all of them. Interacting responsibly with something like Wikipedia requires new epistemic methods and strategies. (shrink)

Kyle Stanford has recently claimed to offer a new challenge to scientific realism. Taking his inspiration from the familiar Pessimistic Induction (PI), Stanford proposes a New Induction (NI). Contra Anjan Chakravartty’s suggestion that the NI is a ‘red herring’, I argue that it reveals something deep and important about science. The Problem of Unconceived Alternatives, which lies at the heart of the NI, yields a richer anti-realism than the PI. It explains why science falls short when it falls short, and (...) so it might figure in the most coherent account of scientific practice. However, this best account will be antirealist in some respects and about some theories. It will not be a sweeping antirealism about all or most of science. (shrink)

The performance of the deep learning models is evaluated using metrics such as accuracy and error rate. Accuracy measures how well the models are able to reconstruct the facial features compared to the original images, while the error rate indicates the frequency of incorrect reconstructions. By quantifying these metrics, the project can assess the effectiveness of each algorithm in reconstructing distorted faces. The accuracy levels of VGG19 and 3D CNN are compared using the performance metrics.