Experimental “localism” stresses the importance of context‐specific knowledge, and the limitations of universal theories in science. I illustrate Latour's radical approach to localism and show that it has some unpalatable consequences, in particular the suggestion that problems of external validity (or how to generalize experimental results to nonlaboratory circumstances) cannot be solved. In the last part of the paper I try to sketch a solution to the problem of external validity by extending Mayo's error‐probabilistic approach.

Localism is the view that the unit of evaluation in the scientific realism debate is a single scientific discipline, sub-discipline, or claim, whereas individualism is the view that the unit of evaluation is a single scientific theory. Localism is compatible, while individualism is not, with a local pessimistic induction and a local selective induction. Asay presents several arguments to support localism and undercut globalism, according to which the unit of evaluation is the set of all scientific disciplines. (...) I argue that some of his arguments clash with localism as well as with globalism and support individualism, and that individualism goes hand in hand, while localism does not, with the basic rule of how to evaluate an argument. (shrink)

One influential positive argument for moral realism is the Explanatory Indispensability Argument. A crucial premise of this argument is the explanatory relevance of moral properties. On this premise, moral properties, such as wrongness, rightness, courage, and cowardice, are explanatorily indispensable to some empirical phenomena. Although there has been a lively debate on this premise, one crucial challenge to this thesis, what I call the Scientific Standard Challenge, has not been properly discussed. After explaining this challenge and a related concern, I (...) argue that in response to this central challenge, the proponents of the argument should take what I call the localist turn to defend the explanatory indispensability of moral properties. The localist turn encourages the defenders of moral explanations to be more sensitive to the nature of each moral explanation. For instance, some moral explanations are explanations of social matters, so the standards they need to meet are provided by relevant branches of the social sciences. On the other hand, some other moral explanations are about our psychology, so the theoretical standards those explanations need to meet should come from psychology. I illustrate how this localist project can be conducted in the case of the moral explanation that appeals to injustice. I argue that the field of comparative politics provides the theoretical standards moral explanations of institutional change need to meet. I shall then illustrate how a sophisticated moral explanation can meet those theoretical standards and how this moral explanation can be strong evidence of injustice’s explanatory indispensability. (shrink)

Page argues convincingly for several important properties of localist representations in connectionist models of cognition. I argue that another important property of localist representations is that they serve as the starting point for connectionist representations of symbolic (relational) structures because they express meaningful properties independent of one another and their relations.

Page has done connectionist researchers a valuable service in this target article. He points out that connectionist models using localized representations often work as well or better than models using distributed representations. I point out that models using distributed representations are difficult to understand and often lack parsimony and plausibility. In conclusion, I give an example – the case of the missing fundamental in music – that can easily be explained by a model using localist representations but can be explained (...) only with great difficulty and implausibility by a model using distributed representations. (shrink)

Localist networks represent information in a very simple and straightforward way. However, localist modelling of complex behaviours ultimately entails the use of intricate “hand-designed” connectionist structures. It is, in fact, mainly these two aspects of localist network models that I believe have turned many researchers off them (perhaps wrongly so).

This is a fluently written history of ancient Greece seen from the perspective of localism and the origins of the Greek City-State. Much like our own time, from the 8th century BCE until and even beyond its imperial end, the Greek world was constantly expanding and experiencing growing connectivity with the world at large. Conquest, exploration and exchange all grew Greece's global presence and helped develop an expanded world where a need to define and cherish the local would inevitably (...) arise. Beck draws on a breathtaking range of materials: texts, some of them rare, by both well-known and obscure writers; numismatics, visual culture, pottery analysis, landscape and traditional field archaeology. He brings all this together in developing fine-grained case studies about tensions between metropolis and local communities such as Miletus, Ithaca, and rural Attica in relation to Athens and other major centers. (shrink)

In the Localist Manifesto, Page enumerated several computational advantages that localist representations have over distributed representations, but the most important difference between such networks concerns their theoretical clarity. Distributed representations are normally closed to theoretical interpretation and, for that reason, contribute little to psychology, whereas the meaning of the information processing in networks using localist representations can be transparent.

Two categorization arguments pose particular problems for localist connectionist models. The internal representations of localist networks do not reflect the variability within categories in the environment, whereas networks with distributed internal representations do reflect this essential feature of categories. We provide a real biological example of perceptual categorization in the monkey that seems to require population coding (i.e., distributed internal representations).

Phil Dowe has argued persuasively for a reductivist theory of causality. Drawing on Wesley Salmon's mark transmission theory and David Fair's transferencetheory, Dowe proposes to reduce causality to the exchange of conserved quantities. Dowe's account has the virtue of being simple and offering a definite "visible" idea of causation. According to Dowe and Salmon, it is also virtuous in being localist. That a theory of causation is localist means that it does not need the aid of counterfactuals and/or laws to (...) work. Moreover, it can become the means by which we explain counterfactuals and laws. In this paper, I will argue that the theory is not localist (and hence, that it is less simple than it seems). As far as I can see, the theory needs the aid of laws. (shrink)

Guided by an account of the norms governing justificatory conversations, I propose that person-level epistemic justification is a matter of possessing a certain ability: the ability to provide objectively good reasons for one's belief by drawing upon considerations which one responsibly and correctly takes there to be no reason to doubt. On this view, justification requires responsible belief and is also objectively truth-conducive. The foundationalist doctrine of immediately justified beliefs is rejected, but so too is the thought that coherence in (...) one's total belief system is sufficient, or indeed necessary, for justification. The problem of the regress is solved by exploiting the 'localist' idea that in order to possess the ability to justify any given belief, one only needs to be in a position to draw upon appropriate justified background beliefs to provide good reasons for holding the belief; one needn't be able to defend the relevant background beliefs, and so on, all at one sitting. (shrink)

Semantic localism is the view of meaning defended by Michael Devitt in Coming to Our Senses. In this paper I assess this view by considering how well it answers the concerns that led Akeel Bilgrami in Belief and Meaning to put forward his thesis of the locality of content.

This article articulates and explores a localist conception of citizenship that stands in contrast to more liberal, neoliberal and cosmopolitan conceptions. A localist orientation, and some real sy...

Almost all representations have both distributed and localist aspects, depending upon what properties of the data are being considered. With noisy data, features represented in a localist way can be detected very efficiently, and in binary representations they can be counted more efficiently than those represented in a distributed way. Brains operate in noisy environments, so the localist representation of behaviourally important events is advantageous, and fits what has been found experimentally. Distributed representations require more neurons to perform as efficiently, (...) but they do have greater versatility. (shrink)

Logical localism is a thesis within philosophy of logic according to which the correct logic is dependent on the topic, domain or subject matter of its application. There is a very straightforward problem for anyone defending a localist thesis, a problem that follows from the fact that we reason across domains. This challenge is known as the problem of mixed inferences. The problem is, very roughly, the following: suppose that there are at least two components, within the premises or (...) conclusion of an argument, belonging to domains governed by different logics. Then, which is the criterion of validity for the mixed argument? Our aim is to offer an answer to this question and, more concretely, a way out to the dilemma that Chase Wrenn has raised in his analysis of the problem of mixed inferences. We will use Joshua Schechter’s method of combining logics, juxtaposition, as the criterion of validity for mixed inferences. After exploring its virtues and possible shortcomings, we argue that juxtaposition is a first step towards a fully-fledged solution, but already a promising way out of the dilemma posed by Wrenn. (shrink)

Localist networks are symbolic models, because their nodes refer to extra-mental objects and events. Hence, localist networks can be combined with symbolic computations to form hybrid models. Such models are already familiar and they are likely to represent the dominant type of cognitive model in the next few decades.

In their discussion of semantic holism, Fodor and Lepore claim that Quine showed that any inferential properties constituting a meaning cannot be distinguished on epistemic grounds like apriority. But they often write as if Quine showed that such properties cannot be distinguished at all. The paper argues that Quine did not show the latter. It goes on to propose a criterion for distinguishing the constitutive properties: they are the ones that determine reference. Fodor is not in a position to reject (...) this criterion since he already uses an analogous one in his own theory. (shrink)

Scientific realism and anti-realism are most frequently discussed as global theses: theses that apply equally well across the board to all the various sciences. Against this status quo I defend the localist alternative, a methodological stance on scientific realism that approaches debates on realism at the level of individual sciences, rather than at science itself. After identifying the localist view, I provide a number of arguments in its defense, drawing on the diversity and disunity found in the sciences, as well (...) as problems with other approaches (such as basing realism debates on the aim of science). I also show how the view is already at work, explicitly or implicitly, in the work of several philosophers of science. After meeting the objections that localism collapses either into globalism or hyperlocalism, I conclude by sketching what sorts of impacts localism can have in the philosophy of science. (shrink)

It is argued that epistemological naturalism is the result of a holist thesis plus a high valuation of empirical science. Epistemological naturalism criticizes the sceptic for entertaining unjustified global doubts and naturalism tries to avoid scepticism by taking for granted as non problematic our background scientific knowledge and by recommending only a localist or piecemealist mending of our corpus of knowledge, these corrections will be motivated by limited and justified questions. It is argued that the epistemological naturalist: i) Cannot justify (...) without vicious circularity the most basic methods of science nor epistemological naturalism's localist recommendation. ii) That if epistemological naturalism intends to be a description of genuine scientific methods then naturalism tacitly takes for granted, i.e., without justification, some epistemic norms. iii) That natural science itself produces traditional sceptic doubts, and therefore epistemological naturalism cannot avoid scepticism. iv) That naturalism can neither avoid sceptic doubts by substituting an argumentative theory of justification with a reliabilist theory. (shrink)

Localism is a social movement often associated with “buy local” food initiatives or the prevention of big-box retail expansion. At its core, however, localism is also about fostering local independence by encouraging businesses to opt for local alternatives when making purchasing decisions. In this article, we develop and test hypotheses that organizations with stronger community-oriented identities are more likely to source locally and that this relationship is moderated by the importance of the focal firm’s purchasing decisions. Results support (...) the strong influence of identity but the conditional effect is unconfirmed. (shrink)

Michael Devitt is a distinguished philosopher of language. In this book he takes up one of the most important difficulties that must be faced by philosophical semantics: namely, the threat posed by holism. Three important questions lie at the core of this book: what are the main objectives of semantics; why are they worthwhile; how should we accomplish them? Devitt answers these 'methodological' questions naturalistically and explores what semantic programme arises from the answers. The approach is anti-Cartesian, rejecting the idea (...) that linguistic or conceptual competence yields any privileged access to meanings. This new methodology is used first against holism. Devitt argues for a truth-referential localism, and in the process rejects direct-reference, two-factor, and verificationist theories. The book concludes by arguing against revisionism, eliminativism, and the idea that we should ascribe narrow meanings to explain behaviour. (shrink)

A number of examples are given of how localist models may incorporate distributed representations, without the types of nonlocal interactions that often render distributed models implausible. The need to analyze the information that is encoded by these representations is also emphasized as a metatheoretical constraint on model plausibility.

Humans are poorer at identifying smells and communicating about them, compared to other sensory domains. They also cannot easily organize odor sensations in a general conceptual space, where geometric distance could represent how similar or different all odors are. These two generalities are more or less accepted by psychologists, and they are often seen as connected: If there is no conceptual space for odors, then olfactory identification should indeed be poor. We propose here an important revision to this conclusion: We (...) believe that the claim that there is no odor space is true only if by odor space, one means a conceptual space representing all possible odor sensations, in the paradigmatic sense used for instance for color. However, in a less paradigmatic sense, local conceptual spaces representing a given subset of odors do exist. Thus the absence of a global odor space does not warrant the conclusion that there is no olfactory conceptual map at all. Here we show how a localist account provides a new interpretation of experts and cross‐cultural categorization studies: Rather than being exceptions to the poor olfactory identification and communication usually seen elsewhere, experts and cross‐cultural categorization are here taken to corroborate the existence of local conceptual spaces. (shrink)

Bifurcation analysis of a real-time implementation of an ART network, which is functionally similar to the generalized localist model discussed in Page's manifesto shows that it yields a phase transition from local to distributed representation owing to continuous variation of the range of inhibitory connections. Hence there appears to be a qualitative dichotomy between local and distributed representations at the level of connectionistic networks conceived of as instances of nonlinear dynamical systems.

The question whether cognition ever extends beyond the head is widely considered to be an empirical issue. And yet, all the evidence amassed in recent years has not sufficed to settle the debate. In this paper we suggest that this is because the debate is not really an empirical one, but rather a matter of definition. Traditional cognitive science can be identified as wedded to the ideals of “smallism” and “localism”. We criticize these ideals and articulate a case in (...) favor of extended cognition by highlighting the historical pedigree and conceptual adequacy of related empirical and theoretical work. (shrink)

In order to benefit from the advantages of localist coding, neural models that feature winner-take-all representations at the top level of a network hierarchy must still solve the computational problems inherent in distributed representations at the lower levels.

The accelerating disruption of the Earth's climate systems is the defining issue of our time. The persistent failure of international climate diplomacy has encouraged local, regional, and some national-level solutions and spurred an emerging global movement for climate justice, mainly rooted in communities that bear disproportionate impacts from climate change. This article discusses the ways in which movements from below, seeking economic and energy democracy, are shaping our responses to the crisis. How can the imperative for immediate climate action and (...) the ethical agenda of climate justice be furthered by movements seeking democratic alternatives and a more genuinely ecological future? (shrink)

The purpose of this paper is to defend a conception of language that does not rely on linguistic meanings, and use it to address the Sorites and Liar paradoxes.

Cities are traditionally characterized as a sub-unit of the state that functions as a socioeconomic node. However, global trends in recent decades indicate that cities are gradually acquiring a semi-independent political role, challenging and contesting the nation state`s authority. Into the twenty-first century, cities` actions in global politics (e.g., supranational city-based networks) and within the state (e.g., sanctuary cities) indicate that they aspire to attain or even directly claim more political autonomy. However, achieving these localist goals sometimes warrants regional cooperation (...) with neighboring municipal jurisdictions, thereby engendering ad-hoc and bottom-up regionalisms. Addressing this phenomenon theoretically, this Article analyzes three empirically and conceptually distinct types of the localist-regionalist nexus, demonstrating different rationales: (1) regional cooperation supporting localist innovation independent of state intervention; (2) regional cooperation supporting localist contestation of state policies; and (3) regional solidarity in the face of national tensions. Based on recent examples from Israel, it analyzes these three types along with their political and normative implications. Despite various discrepancies and possible tensions between localism and regionalism, the main conclusion emerging from this Article is that these two principles are not mutually exclusive. Moreover, although there are legal, institutional, political, and ideological tensions between them, the analysis suggests a third way between localism or regionalism. Likewise, some types of regionalization may act as a mechanism or tactic to support and deepen localist agendas. (shrink)

Four pairs of connectionist simulations are presented in which quasi‐regular mappings are computed using localist and distributed representations. In each simulation, a control parameter termed input gain was modulated over the only level of representation that mapped inputs to outputs. Input gain caused both localist and distributed models to shift between regularity‐based and item‐based modes of processing. Performance on irregular items was selectively impaired in the regularity‐based modes, whereas performance on novel items was selectively impaired in the item‐based modes. Thus, (...) the models exhibited double dissociations without separable processing components. These results are discussed in the context of analogous dissociations found in language domains such as word reading and inflectional morphology. (shrink)

Selecting provincial leaders is a fraught task for authoritarian regimes. Although central authorities more readily trust provincial leaders with close ties to the center, such loyalists may lack the local knowledge and connections necessary to govern adeptly. Using an original data set on the tenures and backgrounds of China’s provincial party standing committee members, this article explores how Beijing fine-tunes provincial leadership teams to resolve this dilemma. The analysis challenges the conventional wisdom that Beijing exerts its tightest personnel control in (...) strategically important provinces. It shows that Beijing tolerates significant embeddedness of local leadership in provinces with complex governance challenges even when these provinces are important. Moreover, it finds that when the center reasserts control through appointments of loyalist personnel during times of crisis, it does so in a balanced manner. These calibrated personnel strategies highlight the extent to which authoritarian systems rely on local expertise and experience as well as top-down control. (shrink)

Over the last decade, fully distributed models have become dominant in connectionist psychological modelling, whereas the virtues of localist models have been underestimated. This target article illustrates some of the benefits of localist modelling. Localist models are characterized by the presence of localist representations rather than the absence of distributed representations. A generalized localist model is proposed that exhibits many of the properties of fully distributed models. It can be applied to a number of problems that are difficult for fully (...) distributed models, and its applicability can be extended through comparisons with a number of classic mathematical models of behaviour. There are reasons why localist models have been underused, though these often misconstrue the localist position. In particular, many conclusions about connectionist representation, based on neuroscientific observation, can be called into question. There are still some problems inherent in the application of fully distributed systems and some inadequacies in proposed solutions to these problems. In the domain of psychological modelling, localist modelling is to be preferred. Key Words: choice; competition; connectionist modelling; consolidation; distributed; localist; neural networks; reaction-time. (shrink)

This article claims that, despite their critical-political stances, three current and influential theoretical frameworks – intersectionality, decoloniality, and ‘Indigenous localism’ – unconsciously accept global capitalism. The article focuses on the work of Crenshaw, Mignolo, Coulthard, and Tuck and Yang, respectively, to argue that, by ascribing to identity politics (intersectionality), a pluriversal politics of authenticity (decoloniality), and a decentralized ‘incommensurability’ (Indigenous localism), each engages in the culturalization and/or localization of politics – one that disavows the dimension of political economy, (...) and because of that, one that conforms well with, and poses no threat to, capitalist liberal globalization. The article concludes by reflecting on what such disavowal says about our late capitalist times, as well as the potentialities and perils of a contemporary subaltern anti-capitalist politics. (shrink)