Predictable polarization is everywhere: we can often predict how people’s opinions, including our own, will shift over time. Extant theories either neglect the fact that we can predict our own polarization, or explain it through irrational mechanisms. They needn’t. Empirical studies suggest that polarization is predictable when evidence is ambiguous, that is, when the rational response is not obvious. I show how Bayesians should model such ambiguity and then prove that—assuming rational updates are those which obey the (...) value of evidence—ambiguity is necessary and sufficient for the rationality of predictable polarization. The main theoretical result is that there can be a series of such updates, each of which is individually expected to make you more accurate, but which together will predictably polarize you. Polarization results from asymmetric increases in accuracy. This mechanism is not only theoretically possible, but empirically plausible. I argue that cognitive search—searching a cognitively accessible space for a particular item—often yields asymmetrically ambiguous evidence, I present an experiment supporting its polarizing effects, and I use simulations to show how it can explain two of the core causes of polarization: confirmation bias and the group polarization effect. (shrink)

Polarization is a topic of intense interest among social scientists, but there is significant disagreement regarding the character of the phenomenon and little understanding of underlying mechanics. A first problem, we argue, is that polarization appears in the literature as not one concept but many. In the first part of the article, we distinguish nine phenomena that may be considered polarization, with suggestions of appropriate measures for each. In the second part of the article, we apply this (...) analysis to evaluate the types of polarization generated by the three major families of computational models proposing specific mechanisms of opinion polarization. (shrink)

In recent epistemology, belief polarization is generally defined as a process by which a disagreement on a single proposition becomes more extreme over time. Outside of the philosophical literature, however, ‘polarization’ is often used for a different epistemic phenomenon, namely the process by which people’s beliefs on unrelated topics become increasingly correlated over time. This paper argues that the latter type of polarization, here labeled interthematic polarization, is often rational from each individual’s point of view. This (...) suggests that belief polarization is not necessarily a failure of individual rationality, but instead a failure of the social structures within which we live our epistemic lives. (shrink)

The Bayesian polarization literature asks how rational agents can diverge given common evidence. This is the wrong question. In real-world political environments, evidence is not common. Fox News does not show what MSNBC shows. The convergence theorems fail not because of subtle differences in priors, likelihoods, or credibility assessments, but because their central premise—shared observation—is violated at scale. The existing literature models second-order effects while ignoring the first-order cause. This paper argues that most political polarization requires no sophisticated (...) explanation: people see different things. Interventions targeting cognition address the wrong problem. Infrastructure is the target. (shrink)

Positive polarity items (PPIs) are generally thought to have the boring property that they cannot scope below negation. The starting point of the paper is the observation that their distribution is significantly more complex; specifically, someone/something-type PPIs share properties with negative polarity items (NPIs). First, these PPIs are disallowed in the same environments that license yet type NPIs; second, adding any NPI-licenser rescues the illegitimate constellation. This leads to the conclusion that these PPIs have the combined properties of yet-type and (...) ever-type NPIs: what appears to be a prohibition is nothing but “halfway licensing”. The paper goes on to propose a unification of the analyses of rescuable PPIs, NPIs, and negative concord, and questions the grounding of polarity sensitivity in the scalar or the referential semantics of the items involved. (shrink)

An electronic poster from "Polarity from Different Perspectives," New York University, 2005. The authors present an experiment that investigated to what extent six negative polarity items (slept a wink, in ages, ever, much, at all, and yet) are licensed by 9 potential licensers.

Public discussions of political and social issues are often characterized by deep and persistent polarization. In social psychology, it’s standard to treat belief polarization as the product of epistemic irrationality. In contrast, we argue that the persistent disagreement that grounds political and social polarization can be produced by epistemically rational agents, when those agents have limited cognitive resources. Using an agent-based model of group deliberation, we show that groups of deliberating agents using coherence-based strategies for managing their (...) limited resources tend to polarize into different subgroups. We argue that using that strategy is epistemically rational for limited agents. So even though group polarization looks like it must be the product of human irrationality, polarization can be the result of fully rational deliberation with natural human limitations. (shrink)

People are manifestly polarized. On many topics, extreme perspectives are much easier to find than ‘reasonable’, ‘moderate’ perspectives. A natural reaction to this situation is that something epistemically irrational is afoot. Here, I question this natural reaction. I argue that often polarization is epistemically innocuous. In particular, I argue that certain mechanisms that underlie polarization are rational, and polarized beliefs are often fully justified. Additionally, even reflective subjects, who recognize themselves as in a polarized or polarizing situation shouldn’t (...) necessarily reduce confidence in the relevant beliefs. Finally, I draw attention to some often overlooked epistemic _benefits_ associated with polarization. A fuller understanding of the epistemology of polarization requires incorporating both the potential costs and the potential benefits, and being more precise about exactly what is—and is not—epistemically objectionable in these situations. (shrink)

Public health care interventions—regarding vaccination, obesity, and HIV, for example—standardly take the form of information dissemination across a community. But information networks can vary importantly between different ethnic communities, as can levels of trust in information from different sources. We use data from the Greater Pittsburgh Random Household Health Survey to construct models of information networks for White and Black communities--models which reflect the degree of information contact between individuals, with degrees of trust in information from various sources correlated with (...) positions in that social network. With simple assumptions regarding belief change and social reinforcement, we use those modeled networks to build dynamic agent-based models of how information can be expected to flow and how beliefs can be expected to change across each community. With contrasting information from governmental and religious sources, the results show importantly different dynamic patterns of belief polarization within the two communities. (shrink)

For two ideally rational agents, does learning a finite amount of shared evidence necessitate agreement? No. But does it at least guard against belief polarization, the case in which their opinions get further apart? No. OK, but are rational agents guaranteed to avoid polarization if they have access to an infinite, increasing stream of shared evidence? No.

This study analyzes a specific cognitive bias and argumentative fallacy for which the author introduces the original term polarization error. It is a faulty abductive inference in which an agent interprets a disagreement at the non-axiological level (instrumental or definitional) as a fundamental disagreement at the axiological level. The aim of this paper is not to deny the existence of genuine value conflicts, but to demonstrate how pseudo-value disputes imperceptibly intermingle with legitimate conflicts in a polarized society. The author (...) argues that the essence of this error lies in the projection of one's own knowledge onto the opponent and the attribution of bad faith, which leads to a form of epistemic misrecognition (in the sense of A. Honneth). Failure to recognize this type of dispute transforms political agonism into destructive antagonism and sets in motion the polarization spiral. The study illustrates this mechanism through examples from contemporary public discourse and proposes a corrective through the Principle of Charity as a necessary condition for functional agonism. (shrink)

Polarization poses a critical threat to the stability of nations around the world, as it impacts climate change, populism, democracy, and global health. This perspective examines the conceptual understanding, measurement challenges, and potential interventions for polarization. Our analysis highlights the distinction and interactions between the individual and collective levels of polarization, conceptually, methodologically, and in terms of interventions. We conclude by pointing out future directions for understanding polarization and highlighting the interrelations between polarization and other (...) social phenomena. -/- . (shrink)

This paper introduces a comprehensive framework for modeling neural activity using a Karnaugh-map-inspired (Carno) representation, encoded in binary format for computational efficiency. The approach integrates an 8-state neuron model with polar coordinate mapping, vectorial synaptic aggregation interpreted as electromagnetic vector fields, and multimodal brain imaging data from magnetic resonance imaging (MRI), functional MRI (fMRI), and diffusion tensor imaging (DTI). The model incorporates probabilistic synaptic states, hyperbolic forced states arising from field instabilities, and multidimensional cortical visualizations. Designed for clinical applicability in (...) neurosurgery, the framework facilitates integration with established software platforms such as 3D Slicer and Brainlab, supporting real-time tumor localization, three-dimensional cortical mapping, and AI-assisted simulations for functional-preserving surgical interventions. (shrink)

According to some, the current political fracture is best described as political polarization – where extremism and political separation infest an entire whole population. Political polarization accounts often point to the psychological phenomenon of belief polarization – where being in a like-minded groups tends to boost confidence. The political polarization story is an essentially symmetrical one, where both sides are subject to the same basic dividing forces and cognitive biases, and are approximately as blame-worthy. On a (...) very different account, what's going on is best described propaganda – where a discrete set of bad actors have manipulated some part of the media environ-ment. The propaganda story is usually told as a highly asymmetrical story, where only some media consumers are under the spell of the propagandists. Which is right? I consider two analyses of the 2016 American election: Robert Talisse's polarization-style account in Overdoing Democracy, and Benkler et. al.'s propaganda-style account in Network Propaganda. I suggest that the propaganda account has better empirical support. I also offer a diagnosis of the appeal of the polarization story. Those who accept a polarization account are often political centrists, who accuse those at the political extremes of motivated reasoning – of believing what they find comfortable. Such centrists also tend to treat political extremism as the product of the irrational belief polarization, arising from living in like-minded groups. But, I argue, these arguments are too quick. First, we can’t dismiss a group as irrational merely be-cause they are likeminded. The existence of like-minded group can be explained in terms of irrational belief polarization, but it can also be explained by rational convergence on the truth. Second, belief polarization is not always irrational, such as when its emotional effects are used to repair impaired self-confidence. Third, political centrists are also subject to similar debunking argument. When we accept a polarization account, we get to feel the comfort of being “above it all”. Political centrists are just as plausibly subject to the irrational effects of living in like-minded groups. Belief polarization isn’t just for extremists. (shrink)

ABSTRACT This article distinguishes nine senses of polarization and provides formal measures for each one to refine the methodology used to describe polarization in distributions of attitudes. Each distinct concept is explained through a definition, formal measures, examples, and references. We then apply these measures to GSS data regarding political views, opinions on abortion, and religiosity—topics described as revealing social polarization. Previous breakdowns of polarization include domain-specific assumptions and focus on a subset of the distribution’s features. (...) This has conflated multiple, independent features of attitude distributions. The current work aims to extract the distinct senses of polarization and demonstrate that by becoming clearer on these distinctions we can better focus our efforts on substantive issues in social phenomena. (shrink)

I argue that several of the psychological tendencies that drive polarization could arise from purely rational mechanisms, due to the fact that some types of evidence are predictably more ambiguous than others.

Democratic systems are characterized by enduring tensions among core values such as freedom, justice, equality, and participation. While democratic theory has long acknowledged these tensions, they are often approached through either/or decision-making frameworks that contribute to polarization, institutional instability, and declining public trust (Dahl, 2001; Rawls, 2001). Drawing on polarity theory and the work of William J. Benet, this article examines the Polarities of Democracy framework as a conceptual approach to leadership and social change. The framework conceptualizes democracy as (...) a dynamic system of interdependent values organized into five polarity pairs that must be managed rather than solved. Using a conceptual and theoretical methodology, the article situates the framework within democratic theory and systems thinking and analyzes its implications for leadership, governance, and public policy. The analysis suggests that unmanaged democratic polarities undermine democratic legitimacy, while intentional polarity management supports resilience, equity, and sustainability. The article concludes with leadership and policy recommendations for applying the framework in governance, civic engagement, and social change initiatives. (shrink)

Polarization is not simply ideological distance or partisan hostility—it is a four-phase attractor-collapse process driven by the spectral evolution of social-influence networks. We present a unified dynamical framework in which individual drift, homophilic interaction, and network susceptibility jointly determine ideological trajectories. Three diagnostics—the dominant eigenvalue of the influence matrix (χ), a variance–divergence ratio (VDR¹), and center density—capture the geometry and stability of ⁻attractor basins. Applying this framework to the complete roll-call history of the U.S. Congress (1789–2024; N=50,829 member-terms), we (...) identify a 91-year polarization trajectory beginning with the New Deal. The diagnostics reveal a consistent sequence: dimensional compression, geometric sorting, dynamical tightening, and intra-attractor fragmentation. This progression recovers canonical party-system transitions without labels and explains the collapse of moderation: once χ exceeds a critical threshold χ_c, social forces overwhelm intrinsic drift, rendering autonomous moderation dynamically unstable. Comparative analysis shows the same four-phase sequence across revolutions, authoritarian consolidations, and digital communities, with timescales governed by network connectivity and coupling strength. These results suggest polarization is a predictable dynamical outcome of influence networks, offering a general mechanism for understanding democratic instability, factionalism, and ideological entrapment across diverse political systems. (shrink)

We are increasingly exposed to polarized media sources, with clear evidence that individuals choose those sources closest to their existing views. We also have a tradition of open face-to-face group discussion in town meetings, for example. There are a range of current proposals to revive the role of group meetings in democratic decision-making. Here, we build a simulation that instantiates aspects of reinforcement theory in a model of competing social influences. What can we expect in the interaction of polarized media (...) with group interaction along the lines of town meetings? Some surprises are evident from a computational model that includes both. Deliberative group discussion can be expected to produce opinion convergence. That convergence may not, however, be a cure for extreme views polarized at opposite ends of the opinion spectrum. In a large class of cases, we show that adding the influence of group meetings in an environment of self-selected media produces not a moderate central consensus but opinion convergence at one of the extremes defined by polarized media. (shrink)

The present work posits that social motives, particularly status seeking in the form of moral grandstanding, are likely at least partially to blame for elevated levels of affective polarization and ideological extremism in the U.S. In Study 1, results from both undergraduates (N = 981; Mean age = 19.4; SD = 2.1; 69.7% women) and a cross-section of U.S. adults matched to 2010 census norms (N = 1,063; Mean age = 48.20, SD = 16.38; 49.8% women) indicated that prestige-motived (...) grandstanding was consistently and robustly related to more extreme ideological views on a variety of issues. In Study 2, results from a weighted, nationally-representative cross-section of U.S. adults (N = 2,519; Mean age = 47.5, SD = 17.8; 51.4% women) found that prestige motivated grandstanding was reliably related to both ideological extremism and affective polarization. (shrink)

This article aims to describe the last 10 years of the collaborative scientific endeavors on polarization in particular and collective problem-solving in general by our multidisciplinary research team. We describe the team’s disciplinary composition—social psychology, political science, social philosophy/epistemology, and complex systems science— highlighting the shared and unique skill sets of our group members and how each discipline contributes to studying polarization and collective problem-solving. With an eye to the literature on team dynamics, we describe team logistics and (...) processes that we believe make our multidisciplinary team persistent and productive. We emphasize challenges and difficulties caused by disciplinary differences in terms of terminology, units/levels of analysis, methodology, and theoretical assumptions. We then explain how work disambiguating the concepts of polarization and developing an integrative theoretical and methodological framework with complex systems perspectives has helped us overcome these challenges. We summarize the major findings that our research has produced over the past decade, and describe our current research and future directions. Last, we discuss lessons we have learned, including difficulties in a “three models” project and how we addressed them, with suggestions for effective multidisciplinary team research. (shrink)

This paper develops a unified theoretical and computational framework for understanding social polarization through the lens of nonequilibrium thermodynamics. Public discourse is modeled as an open energetic system in which attention—treated as a conserved quantity—flows, dissipates, and amplifies under feedback from algorithmic curation. The resulting coupled attention–opinion dynamics show that collective behavior in digital societies can undergo phase transitions, producing bistability, hysteresis, and memory effects similar to those observed in magnetic and fluid systems. Polarization is therefore not merely (...) ideological or psychological, but an energetic phenomenon emerging from the self-organization of attention within bounded informational environments. At the center of the model are two interacting fields: an opinion field describing the distribution of attitudes across an ideological space, and an attention field representing the density of cognitive and emotional engagement. Algorithmic amplification acts as an external energy source that can drive the system toward metastable polarized states, while cross-cutting connectivity—representing viewpoint diversity—acts as a dissipative force that moderates polarization by increasing diffusion. The analysis identifies a clear scaling relationship linking amplification strength, attention diffusion, and diversity, predicting that higher exposure to diverse perspectives shifts societies away from the critical threshold for polarization. Semi-implicit numerical simulations reproduce the predicted hysteresis loops, critical slowing, and stochastic resonance under realistic parameter ranges. Appendices provide full derivations, numerical methods, and empirical validation protocols designed for replication across computational platforms and social-media datasets. Together these results establish a reproducible foundation for testing the model’s predictions empirically, using measures of attention diffusion and bias persistence in real-world communication networks. Beyond its technical contributions, the paper demonstrates the Collaborative Science Framework (CSF): a structured methodology for human–AI coauthorship integrating symbolic reasoning, empirical analysis, and philosophical synthesis. CSF treats scientific discovery as a dialogue between human conceptual intuition and computational precision, ensuring that human authors retain full responsibility and epistemic oversight. By situating cognition and culture within an energetic continuum, this work bridges physics, social science, and philosophy, suggesting that the dynamics of belief and understanding follow the same fundamental principles that govern energy, coherence, and entropy in nature. (shrink)

Since the advent of molecular biology, research in cell biology has been strongly focused on identifying specific genes and proteins responsible for cellular phenomena. However, it is increasingly recognized that the function of many biomolecules is highly variable and strongly context dependent, raising the question if starting from specific components is still the most productive way to understand cellular mechanisms. Advances in philosophy of biology have given rise to an alternative perspective known as process ontology, which poses that not objects (...) or molecules, but processes are the fundamental units of living systems. Hence, this perspective calls for a shift in focus from fixed components to collective dynamical modes. Process ontology is gaining popularity in biological theory, but remains challenging to integrate into scientific practice. Here, we assess the applicability of the process perspective in the context of a concrete biological system, namely polarization in budding yeast. We identify the core processes involved in yeast polarization at different timescales and examine how these processes affect our understanding of polarity, giving a novel outlook on the system. Using this case study, we demonstrate how the processual perspective evokes new kinds of scientific questions and provide concrete pointers for incorporating processual thought into cell biological research. (shrink)

A first take, matured in later work, in modeling belief polarization.

Abstract This paper explores the relationship between political polarization and the principles of democratic governance through the lens of the universal law of balance in nature, one of the core components of the author’s universal formula for solving the problem of free will. The study proposes that while a degree of political disagreement is a natural and necessary expression of freedom, excessive polarization represents a systemic defect analogous to a malfunction in natural or mechanical systems. Drawing from systems (...) theory, democratic philosophy, and the principle of holistic education, this paper argues that the sustainability of democracy depends on maintaining a dynamic equilibrium between competing ideas through informed feedback and critical reasoning. -/- . (shrink)

Much of the literature from political psychology has focused on the negative traits that are positively associated with affective polarization—e.g., animus, arrogance, distrust, hostility, and outrage. Not as much attention has been focused on the positive traits that might be negatively associated with polarization. For instance, given that people who are intellectually humble display greater openness and less hostility towards conflicting viewpoints (Krumrei-Mancuso & Rouse, 2016; Hopkin et al., 2014; Porter & Schumann, 2018), one might reasonably expect them (...) to be less polarized. -/- We ran two studies designed to explore the relationship between various forms of humility and polarization. Our chief finding is that people who value humility are prone to what we are calling epistemic polarization—that is, judging the epistemic traits of contrapartisans negatively—which in turn plays a role in polarization more generally. Not only are contrapartisans deemed to have the wrong moral and political beliefs, they are also viewed as less humble and more arrogant, close-minded, and irrational. This makes matters even worse when it comes to the growing partisan divide. In light of our findings, we believe that the novel concept of epistemic polarization that we introduce is a promising target for further investigation. (shrink)

There is a large gap between the specialized knowledge of scientists and laypeople’s understanding of the sciences. The novice-expert problem arises when non-experts are confronted with (real or apparent) scientific disagreement, and when they don’t know whom to trust. Because they are not able to gauge the content of expert testimony, they rely on imperfect heuristics to evaluate the trustworthiness of scientists. This paper investigates why some bodies of scientific knowledge become polarized along political fault lines. Laypeople navigate conflicting epistemic (...) and social demands in their acceptance of scientific testimony; this might explain their deference to scientific fringe theories, which often goes together with denying established scientific theories. I evaluate three approaches to mitigate denialism: improving the message, improving the messenger, and improving the environment in which the message is conveyed. (shrink)

Some common explanations of issue polarization and echo chambers rely on social or cognitive mechanisms of exclusion. Accordingly, suggested interventions like “be more open-minded” target these mechanisms: avoid epistemic bubbles and don’t discount contrary information. Contrary to such explanations, we show how a much weaker mechanism—the preference for belief—can produce issue polarization in epistemic communities with little to no mechanisms of exclusion. We present a network model that demonstrates how a dynamic interaction between the preference for belief and (...) common structures of epistemic communities can turn very small unequal distributions of initial beliefs into full-blown polarization. This points to a different class of explanations, one that emphasizes the importance of the initial spread of information. We also show how our model complements extant explanations by including a version of biased assimilation and motivated reasoning—cognitive mechanisms of exclusion. We find that mechanisms of exclusion can exacerbate issue polarization, but may not be the ultimate root of it. Hence, the recommended interventions suggested by extant literature is expected to be limited and the problem of issue polarization to be even more intractable. (shrink)

The polarities of democracy framework is used to achieve human emancipation by simultaneously managing multiple paradoxes by employing Johnson’s polarity management as the conceptual framework. Although Johnson’s framework may be appropriate for managing other tension-dependent pairs, it is less suitable for managing multiple democratic values when the goal is human emancipation and sustainable democratic social change. Managing multiple polarities is exacerbated by the problem-shifting and problem-creation effect inherent in a tension-driven framework. The aim was to develop a constructivist grounded theory (...) to answer the research question: How can the first principles of democracy be used to reduce dynamic tension and achieve human emancipation? This gap has been filled by a parsimonious conceptual framework based on three democratic principles: human dignity, fairness, and knowledge. The principles of democracy conceptual framework can synthesize the tension between democratic values in order to manage, plan, and evaluate democratic social change initiatives. (shrink)

This paper recommends recognition theory as one useful tool in the diagnosis of the recent rise in two pathologies of democracy, specifically the surging success of populist politicians and parties across many consolidated democracies, and, increases in the social polarization of citizens along partisan lines in several of those nations. It begins by defining and discussing the resurgence of populism in two forms, before turning to a discussion of the concurrent increase in partisan polarization that is puzzlingly unconnected (...) to policy polarization. It then argues that recognition theory does a better job explaining these phenomena than alternative approaches by tying together social changes, moral psychology, and politically powerful social dynamics of identity, in a way that is sensitive to historical changes in recognition orders. It also argues that recognition theory provides an understanding of the specific political psychology supporting populism and polarization that does not treat supporters as mere passive victims of blind emotion, but rather as motivated by distinctly moral experiences of misrecognition and as making claims for recognition to the broader society. In the end, the paper suggests that a central causal role behind populism and polarization must be assigned to responses to a changing recognition order, especially where those enter into a fateful reinforcing causal dynamic with other economic and political causes, potentially turning the engaged use of democratic political freedom into its opposite. (shrink)

In this paper, a particular case of deceptive use of images – namely, misattributions – will be taken in consideration. An explicitly wrong attribution (“This is a picture of the event X”, this not being the case) is obviously a lie or a mistaken description. But there are less straightforward and more insidious cases in which a false attribution is held to be acceptable, in particular when pictures are also used in their exemplary, general meaning, opposed to their indexical function (...) in referring to a specific event. In fact, the boundary between referential use and symbolic-exemplificative use is not always clear-cut, and it often becomes the subject of ideological dispute. The main point that this paper would like to do is that in some circumstances there is a deep-seated belief that images that are clearly misattributed could still be legitimately used to refer to the fact, even if this is not the case. This twisted epistemological stance, that I will summarize under the oxymoronic concept of “emblematic evidence”, is both the product of political and tribal polarization in the ideological debate, and the result of a shift in our understanding of what photographic images should do. (shrink)

Development economist Hernando de Soto Polar has effectively advocated for property rights in the Third World, as his ideas have influenced the policies of the World Bank, International Monetary Fund and United Nations Development Programme. He envisions land titling as a means of lifting the poor out of poverty. I argue that his classical liberal interpretations of property and the good life are dangerously naive. One can see the dangers of de Soto’s imperialist and one-dimensional vision after considering the cultural (...) destruction that results from his brand of development in pastoral Kenya. Also, this article demands a reframing of standardized development approaches. It argues that the conventional view is prone to creating unstable, culturally hegemonic relationships between the government and entrepreneurs, and the people of the land. Asymmetrical lawfare is another nondemocratic feature of de Soto’s development. This article emphasizes that Kenyan pastoralists are not inherently vulnerable people but that they have been rendered vulnerable by society. Lastly, the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP) is the basis for an alternative to de Soto’s development design. UNDRIP was a hard-fought legal protection for the world’s indigenous peoples that makes human dignity central to development. The Global North and Global South produce differing visions of development. This article points to Kenya as an example of how the Global North’s vision has fundamentally failed because it disenfranchises pastoralists—the very people policymakers and policy supporters claim it is intended to benefit. (shrink)

“Remember your humanity. Forget the rest”. (Bertrand Russell in Russell-Einstein Manifesto) In a nutshell, this review is not trying to propagate rocket science or eureka moment that scientifically finds the cure for all the ills of economic inequality like penicillin does for infections. This review is a basic but effective exploration into the true nature of social realities. This review holistically elaborates how economic inequality is leading to increasing polarization in our societies. Two important drivers of increasing inequality are (...) highlighted here as finance and technology and their contributions to higher polarization is detailed. A case study of polarization is followed along with the conclusion. (shrink)

Recently, researchers and reporters have made a wide range of claims about the distribution, nature, and societal impact of political polarization. Here I offer reasons to believe that, even when they are correct and prima facie merely descriptive, many of these claims have the highly negative side effect of increasing political polarization. This is because of the interplay of two factors that have so far been neglected in the work on political polarization, namely that (1) people have (...) a tendency to conform to descriptive norms (i.e., norms capturing (perceptions of) what others commonly do, think, or feel), and (2) claims about political polarization often convey such norms. Many of these claims thus incline people to behave, cognize, and be affectively disposed in ways that contribute to social division. But there is a silver lining. People’s tendency to conform to descriptive norms also provides the basis for developing new, experimentally testable strategies for counteracting political polarization. I outline three. (shrink)

There have been many discussions recently from philosophers, cognitive scientists, and psychologists about group polarization, with online and social media environments in particular receiving a lot of attention, both because of people's increasing reliance on such environments for receiving and exchanging information and because such environments often allow individuals to selectively interact with those who are like-minded. My goal here is to argue that the group epistemologist can facilitate understanding the kinds of factors that drive group polarization in (...) a way that has been overlooked by the existing research. Specifically, I argue that polarization can occur in part because of the ways that members of a group treat the group itself (as opposed to an individual member within that group) as a source of information, and in doing so makes their own position, as well as that of the group, more extreme. I refer to this as a structural factor in driving polarization, and argue that such factors can contribute to explanations of polarization that occurs specifically in an important subset of groups, namely online and social media groups in which little is known about other members within the group, what I refer to as anonymous, semi-anonymous and pseudonymous (ASAP) groups. (shrink)

This paper begins to examine different interpretations of causa sui as the key notion used by Strawson to argue for the impossibility of ultimate moral responsibility. Descartes’ and Spinoza’s interpretations are representative in understanding the notion of causa sui. Strawson is, I think, on the side of Descartes. If causa sui can be interpreted differently from the way in which Strawson did, the idea of moral responsibility would change. I shall here examine Spinoza’s notion of causa sui, which is an (...) alternative approach to Strawson’s, for leading to the possibility of moral responsibility. The Chinese concept of the Supreme Polarity (taiji) can be interpreted as a foundation of self-determination when philosophically comparing it with Spinoza’s idea of causa sui, which means an immanent and efficient cause. In the Chinese context, the ontological account of an agent explains how and why persons actively participate in the ordering of the world in the Confucian way of life. Based upon this, I will attempt to examine the idea of moral responsibility with the notion of taking responsibility for oneself or, as I will call it, “selfassignment”, and consider how the role a person plays might contribute to understanding the relationship between free will and moral responsibility. In other words, the ontological claim that the unitary principle of Heaven-andEarth is innately immanent in each person seems to endorse the possibility of ultimate responsibility even though the teleological commitment to making the world better implies the absence of free will. This is one of the alternative ways that we can take moral responsibility without free will. (shrink)

The Tri-Aspect Polarity Model (TAPM) is a newly proposed metaphysical framework that explains consciousness, alignment, and meaning through the interaction of three irreducible aspects: Structure, Interpretation, and Orientation. The model introduces a novel concept of polarity fields—non-moral structural gradients that influence coherence, fragmentation, and psychological integration. TAPM argues that alignment occurs when these three aspects resonate within the universe’s polarity architecture, providing a unified account of intuition, clarity, creativity, trauma, and misalignment. Unlike dual-aspect theories, phenomenology, or process metaphysics, TAPM originates (...) independently from the author’s own conceptual work and is not derived from any existing philosophical system. It is offered as an original contribution intended to open interdisciplinary dialogue across metaphysics, phenomenology, psychology, and complexity theory. Portions of the wording and organization in this manuscript were assisted by ChatGPT, which served only as a linguistic and editorial tool. All conceptual content—including the development of the Tri-Aspect Polarity Model (TAPM), its arguments, structure, and theoretical insights—originated entirely from the author. No AI system generated or proposed any philosophical ideas contained in this work. (shrink)

This paper examines distinctive discourse properties of preposed negative 'yes/no' questions (NPQs), such as 'Isn’t Jane coming too?'. Unlike with other 'yes/no' questions, using an NPQ '∼p?' invariably conveys a bias toward a particular answer, where the polarity of the bias is opposite of the polarity of the question: using the negative question '∼p?' invariably expresses that the speaker previously expected the positive answer p to be correct. A prominent approach—what I call the context-management approach, developed most extensively by Romero (...) and Han (2004)—attempts to capture speaker expectation biases by treating NPQs fundamentally as epistemic questions about the proper discourse status of a proposition. I raise challenges for existing context-managing accounts to provide more adequate formalizations of the posited context-managing content, its implementation in the compositional semantics and discourse dynamics, and its role in generating the observed biases. New data regarding discourse differences between NPQs and associated epistemic modal questions are introduced. I argue that we can capture the roles of NPQs in expressing speakers’ states of mind and managing the discourse common ground without positing special context-managing operators or treating NPQs as questions directly about the context. I suggest that we treat the operator introduced with preposed negation as having an ordinary semantics of epistemic necessity, though lexically associated with a general kind of endorsing use observed with modal expressions. The expressive and context-managing roles of NPQs are explained in terms of a general kind of discourse-oriented use of context-sensitive language. The distinctive expectation biases and discourse properties observed with NPQs are derived from the proposed semantics and a general principle of Discourse Relevance. (shrink)

The scalar approach to negative polarity item (NPI) licensing assumes that NPIs are allowable in contexts in which the introduction of the NPI leads to proposition strengthening (e.g., Kadmon & Landman 1993, Krifka 1995, Lahiri 1997, Chierchia 2006). A straightforward processing prediction from such a theory is that NPI’s facilitate inference verification from sets to subsets. Three experiments are reported that test this proposal. In each experiment, participants evaluated whether inferences from sets to subsets were valid. Crucially, we manipulated whether (...) the premises contained an NPI. In Experiment 1, participants completed a metalinguistic reasoning task, and Experiments 2 and 3 tested reading times using a self-paced reading task. Contrary to expectations, no facilitation was observed when the NPI was present in the premise compared to when it was absent. In fact, the NPI significantly slowed down reading times in the inference region. Our results therefore favor those scalar theories that predict that the NPI is costly to process (Chierchia 2006), or other, nonscalar theories (Giannakidou 1998, Ladusaw 1992, Postal 2005, Szabolcsi 2004) that likewise predict NPI processing cost but, unlike Chierchia (2006), expect the magnitude of the processing cost to vary with the actual pragmatics of the NPI. (shrink)

This review essay critically discusses Robert Talisse’s account of democracy and polarization. I argue that Talisse overstates the degree to which polarization arises from the good-faith practice of democratic citizenship and downplays the extent to which polarization is caused by elites and exacerbated by social structures; this leads Talisse to overlook structural approaches to managing polarization and leaves his account of how citizens should respond to polarization incomplete. I conclude that Talisse’s insights should nevertheless be (...) integrated into a broader agenda for thinking about the causes and solutions to polarization. (shrink)

Political polarization is one of the most discussed challenges facing contemporary democracies and is often associated with a broader epistemic crisis. While inspiring a large literature in political science, polarization’s epistemic problems also have significance for normative democratic theory, and this study develops a new approach aimed at understanding them. In contrast to prominent accounts from political psychology—group polarization theory and cultural cognition theory—which argue that polarization leads individuals to form unreliable political beliefs, this study focuses (...) on system-level diversity. It argues that polarization’s epistemic harms are best located in its tendency to reduce the diversity of perspectives utilized in a democratic system and in how this weakens the system’s ability to identify and address problems of public concern. Understanding such harms is also argued to require a greater consideration of the political dynamics of polarization and issues of elite discourse, alongside political psychology. (shrink)

Scientific Explanation of Political Polarization and Mind Control Bias Techniques -/- Political polarization and mind control bias techniques are interconnected phenomena that shape public opinion and influence societal divisions. These processes can be explained scientifically through psychology, neuroscience, and mass communication studies. This essay will explore both concepts in depth, including their cognitive, social, and technological underpinnings. -/- I. Political Polarization: The Science Behind Division -/- Definition of Political Polarization -/- Political polarization is the process (...) by which political attitudes and opinions become increasingly divided, leading to two or more opposing camps with little room for compromise. It results in an “us vs. them” mentality, where political groups become hostile to each other. -/- A. Psychological and Cognitive Biases Driving Polarization -/- 1. Confirmation Bias -/- People tend to seek and believe information that aligns with their pre-existing views while rejecting contradictory evidence. -/- Example: A conservative individual may only watch right-wing news, reinforcing their perspective, while a liberal person may do the same with left-wing news. -/- 2. Motivated Reasoning -/- Individuals process political information in a way that aligns with their desired conclusions, ignoring facts that contradict their beliefs. -/- Example: A person might dismiss credible reports about a political leader’s corruption because they support that leader. -/- 3. Groupthink and Social Identity Theory -/- Humans naturally categorize themselves into groups, forming a strong loyalty to their own group while viewing outsiders with suspicion. -/- Example: Political parties, religious organizations, and ideological movements foster an “us vs. them” mentality, where criticism of the group is seen as betrayal. -/- 4. Cognitive Dissonance -/- When people encounter information that contradicts their beliefs, they experience discomfort and resolve this by rejecting or rationalizing the new information. -/- Example: A supporter of a leader accused of misconduct may justify the actions as necessary rather than accepting the wrongdoing. -/- B. Social and Technological Factors Reinforcing Polarization -/- 1. Echo Chambers and Filter Bubbles -/- Social media platforms use algorithms to show users content that aligns with their views while filtering out opposing perspectives. -/- Result: People only see information that reinforces their existing beliefs, further deepening polarization. -/- 2. Misinformation and Political Propaganda -/- Governments, media outlets, and online influencers manipulate public opinion by spreading biased or false information. -/- Example: Fake news campaigns during elections that distort facts to manipulate voters. -/- 3. Fear and Emotional Manipulation -/- Political leaders and media often use fear-based narratives to shape public opinion. -/- Example: “If the opposition wins, the country will collapse,” creating panic and emotional bias rather than rational decision-making. -/- 4. Media Framing and Selective Reporting -/- News outlets emphasize certain stories and ignore others to shape public perception. -/- Example: One news channel focuses only on economic success under a leader, while another highlights only corruption scandals. -/- 5. Political and Economic Interests -/- Corporations, interest groups, and governments use media to maintain control over public opinion and policy. -/- Example: Politicians funding biased media outlets to spread their narratives. -/- II. Mind Control Bias Techniques: The Science of Influence -/- Mind control techniques (also known as psychological manipulation) exploit cognitive biases and behavioral psychology to shape public opinion and influence individual thinking. These techniques are widely used in propaganda, advertising, and political campaigns. -/- A. Persuasion and Influence Tactics -/- 1. Repetition Effect (Illusory Truth Effect) -/- The more a message is repeated, the more likely people are to believe it, even if it is false. -/- Example: A false claim about a politician being corrupt is repeated so often that people accept it as fact. -/- 2. Framing Effect -/- The way information is presented influences perception. -/- Example: “Tax relief for hardworking citizens” sounds positive, while “tax cuts for the wealthy” sounds negative—yet they refer to the same policy. -/- 3. Priming -/- Exposure to specific stimuli influences future decisions. -/- Example: Repeated association of an ethnic group with crime leads people to unconsciously stereotype them. -/- 4. Bandwagon Effect -/- People are more likely to believe something if they see many others believing it. -/- Example: A political leader’s approval ratings appear high in polls, influencing undecided voters to support them. -/- B. Psychological Control Techniques -/- 1. Fear and Scapegoating -/- Creating fear and blaming an external group as the cause of problems. -/- Example: “Immigrants are taking jobs,” creating hostility toward a group to manipulate public sentiment. -/- 2. Dissonance Reduction -/- People modify their beliefs when they experience psychological discomfort from contradictory information. -/- Example: A person who supports strict law enforcement but dislikes police brutality may justify excessive force as “necessary for safety.” -/- 3. Authority Bias -/- People tend to obey authority figures and accept their statements without questioning. -/- Example: A celebrity or leader endorses a political claim, leading followers to accept it as truth. -/- C. Mass Media and Propaganda Methods -/- 1. Controlled Narratives -/- Governments and corporations control what information is released to shape public perception. -/- Example: State-controlled media omitting news about protests or scandals. -/- 2. Pacing and Leading -/- Gradual introduction of ideas to make extreme positions seem normal over time. -/- Example: Media slowly shifting narratives on controversial issues to make them acceptable. -/- 3. Subliminal Messaging -/- Unconscious cues in advertisements, political speeches, and media that influence thoughts without awareness. -/- Example: Hidden symbols or phrases in campaign ads that create positive associations with a candidate. -/- III. The Connection Between Political Polarization and Mind Control -/- Political polarization and mind control techniques are interrelated. As society becomes more polarized, individuals are more susceptible to manipulation. Here’s how they interact: -/- 1. Polarization Creates a Fertile Ground for Mind Control -/- The more divided a society is, the easier it is for political actors to use manipulation techniques. -/- Example: In a polarized election, misinformation spreads more easily because people are already inclined to believe negative stories about the opposition. -/- 2. Mind Control Techniques Deepen Polarization -/- Media framing, misinformation, and psychological manipulation create a feedback loop where divisions grow stronger. -/- Example: Social media algorithms push divisive content, reinforcing people’s biases and making compromise impossible. -/- 3. Fear and Emotional Manipulation Maintain Division -/- Political leaders exploit fear to keep their supporters loyal. -/- Example: “If the other party wins, your freedoms will be taken away,” preventing rational debate. -/- 4. Echo Chambers and Filter Bubbles Block Critical Thinking -/- People exposed only to biased information become increasingly radicalized. -/- Example: A person who only follows one-sided news sources will believe their political opponents are evil rather than fellow citizens with different opinions. -/- Conclusion: How to Resist Polarization and Mind Control -/- Understanding the scientific principles behind political polarization and mind control techniques can help individuals resist manipulation. Some strategies include: -/- Critical Thinking – Question sources of information and seek diverse viewpoints. -/- Media Literacy – Recognize propaganda techniques in news and social media. -/- Emotional Awareness – Avoid reacting emotionally to political content and analyze information logically. -/- Avoiding Echo Chambers – Engage with different perspectives and avoid isolating oneself in ideological bubbles. -/- By applying these principles, societies can move toward a more rational, less divided political landscape, where decisions are based on reason rather than manipulation. -/- . (shrink)

Poe's Law is roughly that online parodies of religious extremism are indistinguishable from instances of sincere extremism. Poe's Law may be expressed in a variety of ways, each highlighting either a facet of indirect discourse generally, attitudes of online audiences, or the quality of online religious material. As a consequence of the polarization of online discussions, invocations of Poe's Law have relevance in wider circles than religion. Further, regular invocations of Poe's Law in critical discussions have the threat of (...) further entrenching and polarizing views. (shrink)

Does algorithmic political bias contribute to an entrenchment and polarization of political positions? Franke argues that it may do so because the bias involves classifications of people as liberals, conservatives, etc., and individuals often conform to the ways in which they are classified. I provide a novel example of this phenomenon in human–computer interactions and introduce a social psychological mechanism that has been overlooked in this context but should be experimentally explored. Furthermore, while Franke proposes that algorithmic political classifications (...) entrench political identities, I contend that they may often produce the opposite result. They can lead people to change in ways that disconfirm the classifications. Consequently and counterintuitively, algorithmic political bias can in fact decrease political entrenchment and polarization. (shrink)

This article argues that philosophers and laypeople commonly conceptualize moral truths or justified moral beliefs as discoverable through intuition, argument, or some other purely cognitive or affective process. It then contends that three empirically well-supported theories all predict that this ‘Discovery Model’ of morality plays a substantial role in causing social polarization. The same three theories are then used to argue that an alternative ‘Negotiation Model’ of morality—according to which moral truths are not discovered but instead created by actively (...) negotiating compromises—promises to reduce polarization by fostering a progressive willingness to ‘work across the aisle’ to settle moral issues cooperatively. This article then examines potential methods for normatively evaluating polarization, arguing there are prima facie reasons to favor the Negotiation Model over the Discovery Model based on their hypothesized effects on polarization. Finally, I outline avenues for further empirical and philosophical research. (shrink)

Santiago Ramón y Cajal, the primary architect of the neuron doctrine and the law of dynamic polarization, is considered to be the founder of modern neuroscience. At the same time, many philosophers, historians, and neuroscientists agree that modern neuroscience embodies a mechanistic perspective on the explanation of the nervous system. In this paper, I review the extant mechanistic interpretation of Cajal’s contribution to modern neuroscience. Then, I argue that the extant mechanistic interpretation fails to capture the explanatory import of (...) Cajal’s law of dynamic polarization. My claim is that the definitive formulation of Cajal’s law of dynamic polarization, despite its mechanistic inaccuracies, embodies a non-mechanistic pattern of reasoning (i.e., design explanation) that is an integral component of modern neuroscience. (shrink)

This paper examines whether the euro-area macro regime is associated with empirically observable distributional pressures operating through (i) inflation composition and (ii) balance-sheet revaluation. Using harmonised consumer price statistics from the Harmonised Index of Consumer Prices (HICP) by COICOP and Eurosystem Distributional Wealth Accounts (DWA), we construct two tractable distributional objects: a necessities inflation wedge, capturing how far essentials-driven inflation departs from headline inflation, and wealth polarization indicators based on macro-consistent net-wealth aggregates by distributional group. The analysis is implemented (...) on a quarterly panel (2017Q3–2025Q2) and combines windowed difference-in-differences with country and time fixed effects, an event-study centred on the 2021 inflation break, and an HICP contribution decomposition that isolates necessity-loading. Results show that the post-2021 inflation surge was systematically necessities-loaded: the necessities wedge is positive and economically meaningful across a large share of country–quarter observations, averaging on the order of 3–3.5 percentage points in 2021–2023, and the event-study indicates a sharp increase after the break (about 1.6 percentage points on impact, rising to roughly 2.8 percentage points after one year). Consistent with this, the necessities contribution share rises by about 5 percentage points in the post-2021 window in euro-area countries relative to non-euro comparators. Wealth polarization measures move in the direction predicted by valuation-based transmission, but are estimated with lower precision than inflation-composition effects. Overall, the findings support a regime-structured view in which distribution is part of macro transmission: essentials-driven inflation pressures basic consumption security, while balance-sheet dynamics condition resilience and the incidence of subsequent adjustment. (shrink)

Since political polarization significantly impacts contemporary politics and democracy, much of the research in the social sciences is dedicated to this topic. In recent times, philosophers joined the discussion related to the research on political polarization, primarily in the fields of political philosophy and political epistemology. The main aim of this paper is philosophical analysis of some dominant explanations of political polarization, but also to propose solutions for a way out of political polarization from the perspective (...) of political philosophy. In a nutshell, to find solutions for a way out of political polarization, I will be looking in the direction of boosting epistemic rationality and fostering communication in conditions of tolerance and equality. (shrink)