Using the Chinese Ring Puzzle (Kotovsky & Simon, Citation1990; P. J. Reber & Kotovsky, Citation1997), we studied the effect on rule discovery of having to plan actions or not in order to reach a goal state. This was done by asking participants to predict legal moves as in implicit learning tasks (Experiment 1) and by asking participants to make legal moves as in problem-solving tasks (Experiment 2). Our hypothesis was that having a specific goal state to reach (...) has a dual effect on rule discovery. The first effect is positive and related to feedback from moves done in order to attain the goal: generalising the results of action and associating them to the conditions in which they were obtained allows discovery of the rule and learning it. The second effect is negative. In attempting to reach a specific goal, participants first tend to reduce the distance that separates the current state from the goal state (hill climbing) and so neglect the kind of exploration that facilitates rule and procedure discovery because this would seem to be a detour from the goal. Results show that having to plan actions improved performance in implicit learning tasks (Experiment 1), yet it impaired performance in problem-solving tasks (Experiment 2). Although implicit learning and problem solving are based on rule discovery, and entail noticing regularities in the material, in both cases, rule discovery processes appear to be task-dependent. (shrink)

Phonological rules create alternations in the phonetic realizations of related words. These rules must be learned by infants in order to identify the phonological inventory, the morphological structure, and the lexicon of a language. Recent work proposes a computational model for the learning of one kind of phonological alternation, allophony . This paper extends the model to account for learning of a broader set of phonological alternations and the formalization of these alternations as general rules. In Experiment (...) 1, we apply the original model to new data in Dutch and demonstrate its limitations in learning nonallophonic rules. In Experiment 2, we extend the model to allow it to learn general rules for alternations that apply to a class of segments. In Experiment 3, the model is further extended to allow for generalization by context; we argue that this generalization must be constrained by linguistic principles. (shrink)

The authors discuss findings from a qualitative research project concerning applied ethics that was undertaken at a general family counseling agency in southern Ontario. Interview data suggested that workers need to dialogue about ethical dilemmas, but that such dialogue demands a high level of risk taking that feels unsafe in the organization. This finding led the researchers to examine their own sense of "breaking rules" by suggesting an intersubjective view of ethics that requires a "safe space" for ethical dialogue. The (...) authors critique the individualistic tendency of professional ethics as an effect of power that is tied to the history of professionalism, and discuss the role of bureaucracies in diminishing a central role for ethics in helping services. The authors call for elaboration of critical perspectives on ethics in order to promote the centrality of ethics in the helping professions. (shrink)

. The general issue addressed in this paper is the relation between the rule of law as a matter of national law, and as a matter of international law. Different institutional conceptions of this relationship give rise to different attitudes towards international law. Nonetheless, questions arise that cast doubt on age-old tenets of certain Western countries concerning the radical separability between the rule of law within the domestic system and in the international realm. The article will start considering (...) some recent developments in the United States' treatment of alien detainees. Then it shall address the relation between domestic constitutions and international legal systems, pointing out the challenge coming from the development of "super partes" international law and jus cogens. The question concerning the appeal to the rule of law will be made: Can our attitude to the rule of international law be exempted from consistency with the rule of law that we claim for our domestic system? In order to answer this question (in the negative), an appropriate theoretical perspective is eventually proposed and displayed. (shrink)

Some empirical evidence in the artificial language acquisition literature has been taken to suggest that statistical learning mechanisms are insufficient for extracting structural information from an artificial language. According to the more than one mechanism (MOM) hypothesis, at least two mechanisms are required in order to acquire language from speech: (a) a statistical mechanism for speech segmentation; and (b) an additional rule-following mechanism in order to induce grammatical regularities. In this article, we present a set of (...) neural network studies demonstrating that a single statistical mechanism can mimic the apparent discovery of structural regularities, beyond the segmentation of speech. We argue that our results undermine one argument for the MOM hypothesis. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Rules and CommunityJeffrey Bedrick, MDThe paper, “The Dilemma of Compliance: Roles and Rules in Schizophrenia, Censorship, and Life,” by Riley Paterson raises a number of interesting issues. I am only able to address a few of these issues here, and I do so in the hope of broadening our consideration of some of the basic concerns.Paterson focuses his attention on the potentially repressive side of rules, even while acknowledging (...) the broader role of rules in human life. Thus, towards the end of his paper he writes “While I regard all experience as rule- and role-bound, the aforementioned groups”—those who “experience schizophrenia, persecution, or are otherwise marginalized and vulnerable”—“experience rules and roles with particular violence.” He admirably warns us to be sure that in our work with people we are not traumatizing or re-traumatizing them.But rules play a broader role in human life. Paterson discusses censorship and the role that rules can play in repressing the expression of ideas. But rules also allow the use of language and govern communication in general. Writers living under censorship resorted, Paterson notes, to a system of exoteric and esoteric writing and communication. But those esoteric texts, if they were not to remain purely private and unknowable to those who read the texts, had to follow certain rules and conventions to signal the reader that the exoteric text was not all there was, and that there was another, esoteric, meaning to be found within the text. Writing under conditions of censorship remained a communal, intersubjective, endeavor.With schizophrenia, the seeming central topic of the paper, the situation becomes even more complex. We shall see that Paterson’s analyses point us in two different directions.Paterson writes:In schizophrenia we see an exaggerated instance of the dilemma raised above: There is a gap that exists between the publicly available roles, and the person we feel ourselves to be. We are required to conform with the demands of these roles to preserve what we feel most natural in ourselves. People with schizophrenia often must conceal, at times, their experiences of hallucinations and delusions in order to preserve some ability for social interaction. In my clinical work, however, people with schizophrenia have often reported it has felt freeing to learn when and with whom they can share those thoughts and experiences. Freeing, not because they need to hide part of themselves but because doing so opens up possibilities of social interaction and community.Further, Paterson writes of the difficulties people with schizophrenia may have with ‘weintentionality.’ Referencing Salice and Henriksen (2021) [End Page 381] he concludes that “the self-disorders of schizophrenia preserve a capacity for joint intentionality (rule following) but severely inhibit an experience of group belonging and identity (weintentionality).” Indeed he notes, again following Salice and Henriksen (2021), “that some individuals experiencing more mild forms of schizophrenia spectrum disorders found great comfort and safety in rule following.” The problem for people with schizophrenia thus seems less with applying specific rules, which might in some cases be meant to regulate or repress behavior, than in establishing we-intentionality. Many phenomenologists have explored the concept of intersubjectivity and have noted, as have many psychoanalysts and therapists, that there is no pure, interior subject but that our very selfhood is formed in interaction and relation to others. (See, for one example, the work of Alfred Schutz (1967) for a phenomenological investigation of intersubjectivity and the social.) To borrow Paterson’s gardening metaphor, there are no sole, beautiful flowers. They must be cared for to grow, or be part of a natural ecosystem that allows them to flourish.Cognitive and negative symptoms are widely accepted as posing more of a burden to schizophrenia than the more flamboyant hallucinations and delusions. These seem to me to be due less to a difficulty conforming or complying to social rules that may be felt to be restrictive or repressive and more due to the difficulties with intersubjectivity and we-intentionality. The people I have worked with who were most limited by their schizophrenia in my judgment have been people with severe thought disorders who demonstrated severe loosening of associations and word salad. I say... (shrink)

The study reported in this paper focused on nursing students’ learning and, in particular, their integration of caring science in theory and practice. An educational model incorporating educational drama was developed for implementation in three different teaching contexts within the nursing and midwifery study programmes at a Swedish college. A central aim was to understand the dynamics of educational drama in the healthcare context and its impact on learning and teaching. Using a phenomenological approach, seventeen students and six (...) teachers were interviewed and their experience of drama as an educational method explored.The research findings illustrate the meaning of learning and teaching that is sensitive to students’ lifeworld experiences. In order to be a successful method for closing the gap between caring science theory and practice, not only the educational drama, but teaching in general, must be anchored in the lived world of the students – that is, their experiences of health and care. While embodied reflection, as a key factor in integrating theory and practice, was shown to be well supported by educational drama, it was also found that “the method” tends too readily to take over and govern teaching and learning. The findings of this study further indicate how learning in practice and embodied reflection can be supported by the inclusion of well-chosen caring science theory to cast light on caring practice dilemmas. (shrink)

The study reported in this paper focused on nursing students' learning and, in particular, their integration of caring science in theory and practice. An educational model incorporating educational drama was developed for implementation in three different teaching contexts within the nursing and midwifery study programmes at a Swedish college. A central aim was to understand the dynamics of educational drama in the healthcare context and its impact on learning and teaching. Using a phenomenological approach, seventeen students and six (...) teachers were interviewed and their experience of drama as an educational method explored.The research findings illustrate the meaning of learning and teaching that is sensitive to students' lifeworld experiences. In order to be a successful method for closing the gap between caring science theory and practice, not only the educational drama, but teaching in general, must be anchored in the lived world of the students - that is, their experiences of health and care. While embodied reflection, as a key factor in integrating theory and practice, was shown to be well supported by educational drama, it was also found that "the method" tends too readily to take over and govern teaching and learning. The findings of this study further indicate how learning in practice and embodied reflection can be supported by the inclusion of well-chosen caring science theory to cast light on caring practice dilemmas. (shrink)

We demonstrated unconscious learning of task-irrelevant perceptual regularities in a Serial Reaction Time task in both visual and auditory domains. Participants were required to respond to different letters or syllables which occurred in random order. Unbeknownst to participants, the color of the two letters or the tone of the syllables varied according to certain rules. Reaction times indicated that people indeed learnt both the color and tonal regularities indicating that task-irrelevant sequence structure can be learned perceptually. In a (...) subsequent prediction test of knowledge of the color or tonal cues using subjective measures, we showed that people could acquire task irrelevant knowledge unconsciously. (shrink)

This is a response to the nine commentaries on our target article “Unlimited Associative Learning: A primer and some predictions”. Our responses are organized by theme rather than by author. We present a minimal functional architecture for Unlimited Associative Learning that aims to tie to together the list of capacities presented in the target article. We explain why we discount higher-order thought theories of consciousness. We respond to the criticism that we have overplayed the importance of (...) class='Hi'>learning and underplayed the importance of spatial modelling. We decline the invitation to add a negative marker to our proposed positive marker so as to rule out consciousness in plants, but we nonetheless maintain that there is no positive evidence of consciousness in plants. We close by discussing how UAL relates to development and to its material substrate. (shrink)

In this paper, I develop an ecological-enactive perspective on the role rules play in linguistic behaviour. I formulate and motivate the hypothesis that metalinguistic reflexivity – our ability to talk about talking – is constitutive of linguistic normativity. On first sight, this hypothesis might seem to fall prey to a regress objection. By discussing the work of Searle, I show that this regress objection originates in the idea that learning language involves learning to follow rules from the very (...) start. I propose an ecological-enactive response to the regress objection. The key move is to deny that language learning consists initially in learning rules. A child first engages in regular communicative behaviour, by learning first-order linguistic skills, and then retroactively interprets her own behaviour in normative metalinguistic terms, i.e., as being guided by rules by relying on reflexive or second-order linguistic skills. On this view, metalinguistic reflexivity enables regulation of already regular communicative behaviour, and thereby constitutes linguistic normativity. Finally, I argue that linguistic rules are resources: they are available to participants in order to (re)negotiate properties of situated language behaviour and thereby reorganize linguistic practices. The account developed in this paper thus allows us to understand the constitutive role of metalinguistic reflexivity for linguistic normativity without falling prey to the regress objection. (shrink)

In this paper I argue that Confucius' view of learning in the Analects entails critical thinking. Although he neither specified the logical rules of good reasoning nor theorised about the structure of argument, Confucius advocated and emphasised the importance of critical thinking. For this thesis, I argue that a close examination of Confucius' pronouncements on learning reveals that he takes critical thinking to be essential to learning. For Confucius critical thinking refers to reflective thinking: reflection on the (...) materials of knowledge, in order to synthesise and systematise the raw materials into a whole, and to integrate them into oneself as wisdom. (shrink)

The present study focuses on the observation of learning processes as they emerge in the context of conversations among two students in three successive tasks designed to foster conceptual change in proportional reasoning. The three tasks were set according to a pre-test treatment post-test paradigm. In the pre-test and the post-test tasks, the two students solved individually several items in the presence of an experimenter. In the treatment task, the two students worked as a dyad to solve similar items; (...) they used a balance to check their conclusions and subsequently continued solving the items when the weighing did not match their expectations. We adopt a micro-genetic approach and develop new analytical tools to observe what happened in the conversation (both socially and cognitively). Throughout the three successive tasks, we observed the interplay between tools, peers, experimenter, and task demands and how they are managed through the rules of conversation. We identified four processes that involved the emergence of new high-order strategies from coordinated actions distributed among peers, the guidance of the experimenter in coordinating actions, and ways the participation in solving a previous task was actualized in a successive one. (shrink)

In this paper I argue that Confucius' view of learning in the Analects entails critical thinking. Although he neither specified the logical rules of good reasoning nor theorised about the structure of argument, Confucius advocated and emphasised the importance of critical thinking. For this thesis, I argue that a close examination of Confucius' pronouncements on learning reveals that he takes critical thinking to be essential to learning. For Confucius critical thinking refers to reflective thinking: reflection on the (...) materials of knowledge, in order to synthesise and systematise the raw materials into a whole, and to integrate them into oneself as wisdom. (shrink)

In this paper I argue that Confucius’ view of learning in the Analects entails critical thinking. Although he neither specified the logical rules of good reasoning nor theorised about the structure of argument, Confucius advocated and emphasised the importance of critical thinking. For Confucius reflective thinking of two sorts is essential to learning: (1) reflection on the materials of knowledge, in order to synthesise and systemise the raw materials into a whole, and to integrate them into oneself (...) as wisdom; (2) reflection on oneself, (a) in order to ensure that such synthesis, systemisation, and integration proceed in an open-minded, fair and autonomous way, and (b) in order to integrate knowledge with the self, that is, to internalise it until it becomes oneself. (shrink)

The first learning game to be developed to help students to develop and hone skills in constructing proofs in both the propositional and first-order predicate calculi. It comprises an autotelic (self-motivating) learning approach to assist students in developing skills and strategies of proof in the propositional and predicate calculus. The text of VALIDITY consists of a general introduction that describes earlier studies made of autotelic learning games, paying particular attention to work done at the Law School (...) of Yale University, called the ALL Project (Accelerated Learning of Logic). Following the introduction, the game of VALIDITY is described, first with reference to the propositional calculus, and then in connection with the first-order predicate calculus with identity. Sections in the text are devoted to discussions of the various rules of derivation employed in both calculi. Three appendices follow the main text; these provide a catalogue of sequents and theorems that have been proved for the propositional calculus and for the predicate calculus, and include suggestions for the classroom use of VALIDITY in university-level courses in mathematical logic. (shrink)

In this paper I argue that Confucius' view of learning in the Analects entails critical thinking. Although he neither specified the logical rules of good reasoning nor theorised about the structure of argument, Confucius advocated and emphasised the importance of critical thinking. For Confucius reflective thinking of two sorts is essential to learning: (1) reflection on the materials of knowledge, in order to synthesise and systemise the raw materials into a whole, and to integrate them into oneself (...) as wisdom; (2) reflection on oneself, (a) in order to ensure that such synthesis, systemisation, and integration proceed in an open-minded, fair and autonomous way, and (b) in order to integrate knowledge with the self, that is, to internalise it until it becomes oneself. (shrink)

The computations involved in statistical learning have long been debated. Here, we build on work suggesting that a basic memory process, chunking, may account for the processing of statistical regularities into larger units. Drawing on methods from the memory literature, we developed a novel paradigm to test statistical learning by leveraging a robust phenomenon observed in serial recall tasks: that short‐term memory is fundamentally shaped by long‐term distributional learning. In the statistically induced chunking recall (SICR) task, participants (...) are exposed to an artificial language, using a standard statistical learning exposure phase. Afterward, they recall strings of syllables that either follow the statistics of the artificial language or comprise the same syllables presented in a random order. We hypothesized that if individuals had chunked the artificial language into word‐like units, then the statistically structured items would be more accurately recalled relative to the random controls. Our results demonstrate that SICR effectively captures learning in both the auditory and visual modalities, with participants displaying significantly improved recall of the statistically structured items, and even recall specific trigram chunks from the input. SICR also exhibits greater test–retest reliability in the auditory modality and sensitivity to individual differences in both modalities than the standard two‐alternative forced‐choice task. These results thereby provide key empirical support to the chunking account of statistical learning and contribute a valuable new tool to the literature. (shrink)

Studies of implicit learning have shown that individuals exposed to a rule-governed environment often learn to exploit 'rules' which describe the structural relationship between environmental events. While some authors have interpreted such demonstrations as evidence for functionally separate implicit learning systems, others have argued that the observed changes in performance result from explicit knowledge which has been inadequately assessed. In this paper we illustrate this issue by considering one commonly used implicit learning task, the Serial reaction (...) time task, and outline what we see as an important problem associated with each of the commonly used methods used to assess explicit knowledge. This is that each measure requires a form of response which is dependent on the subjects having some knowledge of the serial-order of the sequence. We argue that such methods, or more specifically their analyses, seriously underestimate other sources of knowledge, which may be available to subjects during their performance of the SRT task. In support of this argument we demonstrate that subjects' serial-order knowledge can, in principle, be independent of subjects' knowledge of the statistical structure of the sequence, and we propose an alternative method for analysing performance on the Generate task which avoids this problem. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:William Righter GOLDEN RULES AND GOLDEN BOWLS In one of his last interviews Michel Foucault remarked on the relation of any search for a perfect existence to the source of those forms of obligation which paradoxically make it possible, and hence on the variable shapes of the interdependence of the beauty of life with the moral understanding by which we accept the nature of our obligations. He sees this (...) in terms of the way these obligations establish themselves, by recognition and submission, by what he calls "the mode of subjection {mode d'assujettissement), that is, the way in which people are invited or incited to recognize their moral obligations. Is it, for instance, divine law, which has been revealed in a text? Is it a natural law, a cosmological order, in each case the same for every living being? Is it a rational rule? Is it the attempt to give your existence the most beautiful form possible?"' If we wish to do something like finding the most beautiful form of life, we face problems of moral calculation, we must formulate principles of choice, and above all learn to make our submission to the necessity such principles may imply. "What is the mode d'assujettissementT'' Foucault asks: It is that we have to build our existence as a beautiful existence; it is an aesthetic mode. You see, what I have tried to show is that nobody is obliged in classical ethics to behave in such a way as to be truthful to their wives, to not touch boys and so on. But if they want to have a beautiful existence, if they want to have a good reputation, if they want to be able to rule others, they have to do that. So they accept those obligations in a conscious way for the beauty or glory of existence. The choice, the aesthetic choice or political choice, for which they"decide to accept this 262 WtLLiAM Righter263 kind ofexistence—that's the mode d'assujettissement. It's a choice, a personal choice.2 At some levels this choice looks quite simply like a calculative sacrifice of the lesser thing for the greater. But an important element of the incommensurate enters into the choice. The beauty, the glory of the thing far surpasses the small normative commitments one undertakes for its sake, both in degree and in belonging to another and superior order. The beautiful form of existence is separated by some enormous gulffrom those social and human arrangements that must be submitted to it. Yet one is aware of basing the beauty of life on these lesser forms of obligation. Many things may be subjected, as one sees in The Golden Bowl, to the greater principle, where almost anything may be sacrificed as long as the beauty of that principle is in view. But how do we assess this disproportion and see the propriety of subjection established? For subjection could come to serve many principles, and in The Golden Bowl we shall observe the studied operation of subjection in a world where principles are continuously and meticulously examined and re-examined. The Foucaultian conjunction of obligation and the "glory of existence" touches the heart of a work where the fascination with the incommensurate moves uneasily between alternative versions of that glory. What is the overriding principle that underwrites and legitimates such anexistence?James's involvementwith such a "particular attaching case" seems to proceed from the fullest sense of the difficulty, from the fullest rendering of incompatible versions ofthat existence, brought into the closest and tightest formalbond. The very simplicity of the action somehow produces an enforced contemplation of a bizarrely closed world, in which the dynamics of the two marriages shape a conflict that seems inevitable, even strangely natural. It can be expressed in a few words. A widowed American millionaire, Adam Verver, has in his late forties retired to the life of a collector of objects of art. In his travels with his daughter Maggie, they collect also ahusband forher, a Roman prince. To ease the consequences for her father Maggie promotes his marriage to her closest school friend Charlotte. Unknown to the Ververs she and the Prince were once lovers... (shrink)

Two key research issues in the field of causal learning are how people acquire causal knowledge when observing data that are presented sequentially, and the level of abstraction at which learning takes place. Does sequential causal learning solely involve the acquisition of specific cause-effect links, or do learners also acquire knowledge about abstract causal constraints? Recent empirical studies have revealed that experience with one set of causal cues can dramatically alter subsequent learning and performance with entirely (...) different cues, suggesting that learning involves abstract transfer, and such transfer effects involve sequential presentation of distinct sets of causal cues. It has been demonstrated that pre-training can modulate classic causal learning phenomena such as forward and backward blocking. To account for these effects, we propose a Bayesian theory of sequential causal learning. The theory assumes that humans are able to consider and use several alternative causal generative models, each instantiating a different causal integration rule. Model selection is used to decide which integration rule to use in a given learning environment in order to infer causal knowledge from sequential data. Detailed computer simulations demonstrate that humans rely on the abstract characteristics of outcome variables to select a causal integration rule, which in turn alters causal learning in a variety of blocking and overshadowing paradigms. When the nature of the outcome variable is ambiguous, humans select the model that yields the best fit with the recent environment, and then apply it to subsequent learning tasks. Based on sequential patterns of cue-outcome co-occurrence, the theory can account for a range of phenomena in sequential causal learning, including various blocking effects, primacy effects in some experimental conditions, and apparently abstract transfer of causal knowledge. (shrink)

The rules as we know today in modern societies have their base in the Magna Carta from 1215. In that time people declared that the rights of the king and nobles must be limited and that was the first step toward as we know today “democracy”. The rights incorporated in the Magna Carta defined the limits what a state can do and also set boundaries in order to achieve equality between the state and the individual. The rights proclaimed with (...) Magna Carta found their path in the French Revolution from 1789 as “Liberty, Equality and Fraternity” became symbol of democratic freedom and afterwards gave value in the conventions and other international instruments. The main purpose that was achieved with Magna Carta from today’s perspective is that the rules have been implanted in the conscience of people, so they learn to obey and practice them. The Magna Carta rights are integral part of international conventions and on that way they have been taken from the states on national level so they become inevitable incorporated segment of the constitution and the laws of states. Those rights have achieved their purpose, because 800 years after their proclamation, some of them are still on force and have been provided in the constitutions of many countries including the Western Balkan countries. The rights that derived from Magna Carta concerning the rule of law, independence of the judiciary, equality before the law and prohibition of discrimination are integral part of the Constitution of Macedonia which makes efforts for their implementation into practice – because contrary, words will be just words on paper and nothing else. (shrink)

Liberal democracies across the world have responded to the COVID-19 pandemic by implementing measures that significantly curtail the rights and liberties of individual citizens. These measures must receive public justification in order to be politically legitimate. By combining analytical political philosophy with ontology in an original way, in this article we argue that liberal democratic governments have so far failed to adequately justify these measures, since they have not systematically targeted the scholarly study of COVID-19 in everyday environments, consequently (...) implementing rules that are epistemically unsound and not publicly justified, at least not fully. (shrink)

In this article, we propose a new method to learn the underlying acyclic mixed graph of a linear non-Gaussian structural equation model with given observational data. We build on an algorithm proposed by Wang and Drton, and we show that one can augment the hidden variable structure of the recovered model by learning multidirected edges rather than only directed and bidirected ones. Multidirected edges appear when more than two of the observed variables have a hidden common cause. We detect (...) the presence of such hidden causes by looking at higher order cumulants and exploiting the multi-trek rule. Our method recovers the correct structure when the underlying graph is a bow-free acyclic mixed graph with potential multidirected edges. (shrink)

Gervain et al. discuss both behavioral and neurophysiological AGL studies that investigate rule and structure learning processes in infants. The paper provides an overview of all the major AGL paradigms used to date to investigate infant learning abilities at the level of morpho‐phonology and syntax from a very early age onwards. Gervain et al. also discuss the implications of the results for a general theory of natural language acquisition.

During the past decade, a small but rapidly growing number of Law&Tech scholars have been applying algorithmic methods in their legal research. This Article does it too, for the sake of saving disclosure regulation failure: a normative strategy that has long been considered dead by legal scholars, but conspicuously abused by rule-makers. Existing proposals to revive disclosure duties, however, either focus on the industry policies (e.g. seeking to reduce consumers’ costs of reading) or on rulemaking (e.g. by simplifying linguistic (...) intricacies). But failure may well depend on both. Therefore, this Article develops a `comprehensive approach', suggesting to use computational tools to cope with linguistic and behavioral failures at both the enactment and implementation phases of disclosure duties, thus filling a void in the Law & Tech scholarship. Specifically, it outlines how algorithmic tools can be used in a holistic manner to address the many failures of disclosures from the rulemaking in parliament to consumer screens. It suggests a multi-layered design where lawmakers deploy three tools in order to produce optimal disclosure rules: machine learning, natural language processing, and behavioral experimentation through regulatory sandboxes. To clarify how and why these tasks should be performed, disclosures in the contexts of online contract terms and privacy online are taken as examples. Because algorithmic rulemaking is frequently met with well-justified skepticism, problems of its compatibility with legitimacy, efficacy and proportionality are also discussed. (shrink)

Like every major new technology, genetic engineering is affecting the hopes and fears of many people. The risks involved are perceived differently by different groups. One group regards genetic engineering as a simple extension of older techniques with no special risks, e.g. traditional breeding. This conservative denial of special risks is confronted with a different kind of conservatism from a group which, in the name of the preservation of nature, opposes any kind of genetic engineering. A third group, rooted in (...) the liberal tradition, is prepared to accept the risks of genetic engineering as long as they are outweighed by prospective benefits. The liberal as well as the two conservative approaches, however, face serious difficulties in trying to develop a sound ethical argument concerning genetic engineering. In order to avoid these difficulties, an ethical approach focused on paradigmatic examples of good and evil is proposed. Such examples constitute rules of moral description, much as standards of measurement constitute rules of physical description. These rules are elaborated and interpreted in processes of social learning. In the present state of development of genetic engineering, such social learning requires appropriate institutional procedures. (shrink)

Gervain et al. discuss both behavioral and neurophysiological AGL studies that investigate rule and structure learning processes in infants. The paper provides an overview of all the major AGL paradigms used to date to investigate infant learning abilities at the level of morpho‐phonology and syntax from a very early age onwards. Gervain et al. also discuss the implications of the results for a general theory of natural language acquisition.

A simple rule of probability revision ensures that the final result of a sequence of probability revisions is undisturbed by an alteration in the temporal order of the learning prompting those revisions. This Uniformity Rule dictates that identical learning be reflected in identical ratios of certain new-to-old odds, and is grounded in the old Bayesian idea that such ratios represent what is learned from new experience alone, with prior probabilities factored out. The main theorem of (...) this paper includes as special cases Field's theorem on commuting probability-kinematical revisions and the equivalence of two strategies for generalizing Jeffrey 's solution to the old evidence problem to the case of uncertain old evidence and probabilistic new explanation. (shrink)

Subjects exposed to strings of letters generated by a finite state grammar can later classify grammatical and nongrammatical test strings, even though they cannot adequately say what the rules of the grammar are (e.g., Reber, 1989). The MINERVA 2 (Hintzman, 1986) and Medin and Schaffer (1978) memory‐array models and a number of connectionist outoassociator models are tested against experimental data by deriving mainly parameter‐free predictions from the models of the rank order of classification difficulty of test strings. The importance (...) of different assumptions regarding the coding of features (How should the absence of a feature be coded? Should single letters or digrams be coded?), the learning rule used (Hebb rule vs. delta rule), and the connectivity (Should features be predicted only by previous features in the string, or by all features simultaneously?) is investigated by determining the performance of the models with and without each assumption. Only one class of connectionist model (the simultaneous delta rule) passes all the tests. It is shown that this class of model can be regarded by abstracting a set of representative but incomplete rules of the grammar. (shrink)

The present study focuses on the observation of learning processes as they emerge in the context of conversations among two students in three successive tasks designed to foster conceptual change in proportional reasoning. The three tasks were set according to a pre-test treatment post-test paradigm. In the pre-test and the post-test tasks, the two students solved individually several items in the presence of an experimenter. In the treatment task, the two students worked as a dyad to solve similar items; (...) they used a balance to check their conclusions and subsequently continued solving the items when the weighing did not match their expectations. We adopt a micro-genetic approach and develop new analytical tools to observe what happened in the conversation . Throughout the three successive tasks, we observed the interplay between tools, peers, experimenter, and task demands and how they are managed through the rules of conversation. We identified four processes that involved the emergence of new high-order strategies from coordinated actions distributed among peers, the guidance of the experimenter in coordinating actions, and ways the participation in solving a previous task was actualized in a successive one. (shrink)

Extending new verbs is important in becoming a productive speaker of a language. Prior results show children have difficulty extending verbs when they have seen events with varied agents. This study further examines the impact of variability on verb learning and asks whether variability interacts with event complexity or differs by language. Children in the United States, China, Korea, and Singapore learned verbs linked to simple and complex events. Sets of events included one or three agents, and children were (...) asked to extend the verb at test. Children learning verbs linked to simple movements performed similarly across conditions. However, children learning verbs linked to events with multiple objects were less successful if those events were enacted by multiple agents. A follow-up study rules out an influence of event order. Overall, similar patterns of results emerged across languages, suggesting common cognitive processes support children's verb learning. (shrink)

If artificial neural networks are ever to form the foundation for higher level cognitive behaviors in machines or to realize their full potential as explanatory devices for human cognition, they must show signs of autonomy, multifunction operation, and intersystem integration that are absent in most existing models. This model begins to address these issues by integrating predictive learning, sequence interleaving, and sequence creation components to simulate a spectrum of higher-order cognitive behaviors which have eluded the grasp of simpler (...) systems. Its capabilities are described based on simulations calling for increasing levels of functionality and are used to show how the model can progress from fundamental sequence learning and recall tasks to sophisticated behaviors such as an ability to solve simple mathematical expressions and a creative capacity for the formation and application of inductive rules. (shrink)

Based on his experience as an educator, the author criticizes current methods and philosophies of learning and teaching. Learning should be geared towards practice ; teaching should be about exciting students and helping them perform meaningful tasks, rather than having them passively absorb knowledge that they cannot see the use of. Feedback from former students allows the author to posit a few simple rules for teaching and learning, and identify some of the major misconceptions about the role (...) of the teacher and the nature of the learning process. A pragmatics of learning starts from naturally occurring learning situations and emphasizes teaching that is based on the learner’s own experiences, where mistakes are seen as a major source of insight into what is needed in order to achieve success in education and to remake the broken educational system that we are trying to cope with in today’s schools. (shrink)

A simple rule of probability revision ensures that the final result ofa sequence of probability revisions is undisturbed by an alterationin the temporal order of the learning prompting those revisions.This Uniformity Rule dictates that identical learning be reflectedin identical ratios of certain new-to-old odds, and is grounded in the oldBayesian idea that such ratios represent what is learned from new experiencealone, with prior probabilities factored out. The main theorem of this paperincludes as special cases (i) (...) Field's theorem on commuting probability-kinematical revisions and (ii) the equivalence of two strategiesfor generalizing Jeffrey's solution to the old evidence problem tothe case of uncertain old evidence and probabilistic new explanation. (shrink)

Supporters of eliminative connectionism have argued for a pattern association-based explanation of language learning and language processing. They deny that explicit rules and symbolic representations play any role in language processing and cognition in general. Their argument is based to a large extent on two artificial neural network (ANN) models that are claimed to be able to learn the past tenses of English verbs (Rumelhart & McClelland, 1986, Parallel distributed processing, Vol. 2, Cambridge, MA: MIT Press; MacWhinney & Leinbach, (...) 1991, Cognition, 40, 121-157). In this article we critically review Rumelhart and McClelland's as well as MacWhinney and Leinbach's ANN models and conclude that they do not succeed in the assigned task of learning the past tenses of English verbs. In order to answer their challenge to the symbolic processing approach, we present our symbolic pattern associator (SPA)-a general-purpose pattern associator that can learn to associate arbitrary discrete patterns. We carried out several experiments with the SPA using the same set of verbs that was used in MacWhinney and Leinbach's simulation with more realistic training and testing procedures. The SPA outperformed the connectionist models by a wide margin in the accuracy of learning, and successful inductive generalizations to unseen verbs. Our SPA has very natural and psychologically realistic explanations to many psychological effects such as U-shaped learning curve, and is much closer to human subjects in predicting past tense of the pseudo-verbs. In contrast to ANNs, whose internal representations are entirely opaque, the SPA can represent the acquired knowledge in the form of production rules that allow for further higher-level processing and integration, resulting in linguistically realistic associative templates for irregular verbs and production rules for regular verbs. In the light of these findings, we conclude that eliminative connectionists' vision of cognition as simple pattern association and pattern recognition without symbolic representation is inadequate. Pattern association as such does not imply rule-less or cue-based models of language acquisition or of human learning in general. (shrink)

Unconscious Thought Theory posits that a period of distraction after information acquisition leads to unconscious processing which enhances decision making relative to conscious deliberation or immediate choice . Support thus far has been mixed. In the present study, artificial grammar learning was used in order to produce measurable amounts of conscious and unconscious knowledge. Intermediate phases were introduced between training and testing. Participants engaged in conscious deliberation of grammar rules, were distracted for the same period of time, or (...) progressed immediately from training to testing. No differences in accuracy were found between intermediate phase groups acting on decisions made with meta-cognitive awareness . However, the accuracy of guess responses was significantly higher after distraction relative to immediate progression or conscious deliberation. The results suggest any beneficial effects of ‘unconscious thought’ may not always transfer to conscious awareness. (shrink)

Since the late nineties there has been an increased interested in probabilistic logic learning, an area within AI that combines machine learning with logic-based knowledge representation and uncertainty reasoning. Several different formalisms for combining first-order logic with probability reasoning have been proposed, and it has been studied how models in these formalisms can be automatically learned from data. -/- This talk starts with a brief introduction to probabilistic logic learning, after which we will focus on a (...) relatively new formalism known as CP-logic. CP-logic stands for “causal probabilistic logic”. It is a knowledge representation formalism that allows us to write down rules that indicate that a certain combination of conditions may cause certain effects with a particular probability (e.g., tossing a coin may cause a result of heads or tails, each with 50% probability). Besides the fact that this formalism is interesting for knowledge representation in itself, it also offers interesting opportunities from the machine learning point of view. Indeed, given the semantics of these CP-logic programs, learning them from data amounts to extracting probabilistic causal influences from data. We will discuss recent research on learning CP-logic programs, including: algorithms for learning them; how they relate to graphical models; and applications of learning CP-logic programs. (shrink)

Connected devices, such as smartphones and tablets, are exposed to a large variety of attacks. Their protection is often challenged by their resource constraints in terms of CPU, memory and energy. Security chains, composed of security functions such as firewalls, intrusion detection systems and data leakage prevention mechanisms, offer new perspectives to protect these devices using software-defined networking and network function virtualization. However, the complexity and dynamics of these chains require new automation techniques to orchestrate them. This chapter describes an (...) automated orchestration methodology for security chains in order to secure connected devices and their applications. This methodology exploits process learning to establish behavioral models and infer security constraints represented as logical predicates. It then generates and merges a set of chains of security functions on the basis of these predicates. These chains are finally compiled into low-level configuration rules and deployed into the network, optimizing for the underlying topology. The benefits and limits of such a methodology combining machine learning and verification techniques are evaluated by a set of experimental results. (shrink)

IRBs and REBs use specialized language. A process of definition and re-definition of the situation occurs. That process of interpretation can usefully be considered from the perspective of interpretive social science models involving Symbolic Interaction, Semiotics and Hermeneutics. Seven examples are provided to flesh out the nuances of contextual decision making and the “casuistic” aspects of a balanced approach to complex problems. While many decisions are relatively unproblematic and can follow a template, it is not possible simply to apply a (...) fixed and mechanical approach. Hence, a socialization process occurs in which committee members must learn the actual application of the rules as opposed to the formal requirements. A “tightrope” between overly rigid and overly lax interpretations must be crossed and the more we understand the process of semiosis and the semiotic context the more likely it will be that truly ethical decisions will be “accomplished.” The lack of adequate survey data makes it all the more important to have good theoretical understanding of process. (shrink)

The scientific understanding of cognition and consciousness is currently hampered by the lack of rigorous and universally accepted definitions that permit comparative studies. This paper proposes new functional and un- ambiguous definitions for cognition and consciousness in order to provide clearly defined boundaries within which general theories of cognition and consciousness may be developed. The proposed definitions are built upon the construction and manipulation of reality representation, decision making and learning and are scoped in terms of an underlying (...) logical structure. It is argued that the presentation of reality also necessitates the concept of ab- sence and the capacity to perform transitive inference. Explicit predictions relating to these new definitions, along with possible ways to test them, are also described and discussed. (shrink)

We propose a new model for forming and revising beliefs about unknown probabilities. To go beyond what is known with certainty and represent the agent’s beliefs about probability, we consider a plausibility map, associating to each possible distribution a plausibility ranking. Beliefs are defined as in Belief Revision Theory, in terms of truth in the most plausible worlds. We consider two forms of conditioning or belief update, corresponding to the acquisition of two types of information: learning observable evidence obtained (...) by repeated sampling from the unknown distribution; and learning higher-order information about the distribution. The first changes only the plausibility map, but leaves the given set of possible distributions essentially unchanged; the second rules out some distributions, thus shrinking the set of possibilities, without changing their plausibility ordering.. We look at stability of beliefs under either of these types of learning, defining two related notions, as well as a measure of the verisimilitude of a given plausibility model. We prove a number of convergence results, showing how our agent’s beliefs track the true probability after repeated sampling, and how she eventually gains in a sense knowledge of that true probability. Finally, we sketch the contours of a dynamic doxastic logic for statistical learning. (shrink)

For more than a decade, American lawyers have bewailed the ethical crisis in their profession, wringing their hands about its bad image. But their response has been limited to spending money on public relations, mandating education, and endlessly revising ethical rules. In this book, Richard Abel will argue that these measures will do little or nothing to solve the problems illustrated by the six disciplinary case studies featured in this book unless the legal monopoly enjoyed by attorneys in the U.S. (...) is drastically contracted. Richard Abel examines some of the most common ethical complaints made about lawyers in Lawyers in the Dock. Using detailed records of disciplinary proceedings, he describes the actions surrounding certain cases based on three of the most common complaints: neglecting the client by failing to pursue cases diligently; overcharging of clients by mystifying billing practices; and betraying adversaries and courts out of excessive loyalty to clients or causes. In this book, Richard Abel will argue that these measures will do little or nothing to solve the problems exposed by his six disciplinary case studies unless structural changes are made to the legal monopoly in order to restore the public trust in lawyers. Lawyers in the Dock is essential reading for lawyers, law students, and potential clients who wish to restore trust and professional responsibility in the legal profession. (shrink)