Editor's note: Adrian Piper is a conceptual artist whose work from the past twenty-five years has included performances, graphic art, and installation pieces. Always provocative, Piper seeks to challenge viewers' assumptions about the nature of art, aesthetic response, and modes of evaluating by creating art that involves issues of gender and race. Piper uses political art to confront viewers with emotionally charged environments that preclude our maintaining a safe, aesthetically distanced stance toward the subject matter. being forced to confront our (...) own prejudices, both emotionally and aesthetic ally, we undergo a process of change that is both cognitive (evidenced by how our interpretations of the work change and evolve) and affective (resulting in a higher level of social awareness and sensitivity). Thus, according to Piper, political art has "the potential for furnishing a forceful antidote to racism." The following two statements consist of text written by Piper and recorded on audiotapes for two installation pieces, "Four Intruders Plus Alarm Systems" (1980) and "Safe" (1990). (shrink)

The scientific investigation of consciousness generates new findings at a rapid pace. We argue that we need a novel theoretical framework, which we call the ALARM theory of consciousness, in order to account for all central observations. According to this theory, we need to distinguish two levels of consciousness, namely basic arousal and general alertness. Basic arousal functions as a specific alarm system, keeping a biological organism alive under sudden intense threats, and general alertness enables flexible learning (...) and behavioural strategies. This two-level theory of consciousness helps us to account for (i) recent discoveries of subcortical brain activities with a central role of thalamic processes, (ii) observations of differences in the behavioural repertoire of non-human animals indicating two types of conscious experiences. Furthermore, the framework enables us (iii) to unify the neural evidence for the relevance of subcortical processes, on the one hand, and of cortico-cortical loops, on the other, and finally (iv) to clarify the evolutionary and actual functional role of conscious experiences. (shrink)

This paper discusses some of the requirements for the control architecture of an intelligent human-like agent with multiple independent dynamically changing motives in a dynamically changing only partly predictable world. The architecture proposed includes a combination of reactive, deliberative and meta-management mechanisms along with one or more global ``alarm'' systems. The engineering design requirements are discussed in relation our evolutionary history, evidence of brain function and recent theories of Damasio and others about the relationships between intelligence and emotions. (The (...) paper was completed in haste for a deadline and I forgot to explain why Descartes was in the title. See Damasio 1994.). (shrink)

Joshua Greene and his colleagues have proposed a dual-process theory of moral decision-making to account for the effects of emotional responses on our judgments about moral dilemmas that ask us to contemplate causing direct personal harm. Early formulations of the theory contrast emotional and cognitive decision-making, saying that each is the product of a separable neural system. Later formulations emphasize that emotions are also involved in cognitive processing. I argue that, given the acknowledgement that emotions inform cognitive decision-making, a (...) single-process theory can explain all of the data that have been cited as evidence for Greene’s theory. The emotional response to the thought of causing harm may differ in degree, but not in kind, from other emotions influencing moral decision-making. (shrink)

Alarm management is an important task to ensure the safety of industrial process technologies. A well-designed alarm system can reduce the workload of operators parallel with the support of the production, which is in line with the approach of Industry 5.0. Using Process Mining tools to explore the operator-related event scenarios requires a goal-oriented log file format that contains the start and the end of the alarms along with the triggered operator actions. The key contribution of the (...) work is that a method is presented that transforms the historical event data of control systems into goal-oriented log files used as inputs of process mining algorithms. The applicability of the proposed process mining-based method is presented concerning the analysis of a hydrofluoric acid alkylation plant. The detailed application examples illustrate how the extracted process models can be interpreted and utilized. The results confirm that applying the tools of process mining in alarm management requires a goal-oriented log-file design. (shrink)

The use of sensors has had an enormous increment in the last years, becoming a valuable tool in many different areas. In this kind of scenario, the quality of data becomes an extremely important issue; however, not much attention has been paid to this specific topic, with only a few existing works that focus on it. In this paper, we present a proposal for managing data streams from sensors that are installed in patients’ homes in order to monitor their health. (...) It focuses on processing the sensors’ data streams, taking into account data quality. In order to achieve this, a data quality model for this kind of data streams and an architecture for the monitoring system are proposed. Moreover, our work introduces a mechanism for avoiding false alarms generated by data quality problems. (shrink)

A motivational system approach to avoidance behavior is presented. According to this approach, a motivational state increases the probability of relevant response patterns and establishes the appropriate or “ideal” consummatory stimuli as positive reinforcers. In the case of feeding motivation, for example, hungry rats are likely to explore and gnaw, and to learn to persist in activities correlated with the reception of consummatory stimuli produced by ingestion of palatable substances. In the case of defense motivation, fearful rats are likely (...) to flee or freeze, and to learn to persist in activities correlated with consummatory stimuli produced by flight from a dangerous place. Defense system activation is distinct from alarm reactions. The latter prepare the animal for probable noxious events, involve relatively intense negative affect and extinguish rapidly in situations where the noxious event no longer occurs. In contrast, defense system activation potentiates innate and modified defense reactions, thus preparing the animal for possible, but not necessarily probable, noxious events; it involves little or no negative affect and extinguishes very slowly when the noxious event no longer occurs. With these assumptions and the resulting model we attempt to resolve several long-standing problems in avoidance learning, including the low correlation between negative affect and avoidance performance, differential rates of extinction for avoidance performance and conditioned emotional responses, and evidence that some avoidance responses are much more easily learned than others. In addition, the model has implications for the study of parallels between appetitive and aversive motivation, sign tracking in aversive conditioning, and orientation of flight responses. Historical antecedents and alternative approaches are discussed. (shrink)

To coordinate action, information must be transmitted, processed, and utilized to make decisions. Transmission of information requires the existence of a signaling system in which the signals that are exchanged are coordinated with the appropriate content. Signaling systems in nature range from quorum signaling in bacteria [Schauder and Bassler, Kaiser ], through the dance of the bees [Dyer and Seeley ], birdcalls [Hailman, Ficken, and Ficken, Gyger, Marler and Pickert, Evans, Evans, and Marler, Charrier and Sturdy ], and (...) class='Hi'>alarm calls in many species [Seyfarth and Cheney, Green and Maegner,Manser, Seyfarth and Cheney ], up to human language. Information processing includes filtering – that is discarding irrelevant information and passing along what is important – and integration of multiple pieces of information. Integration includes logical inference and voting. Finally, the information must be used to make decisions with consequences for payoffs that drive evolution or learning. (shrink)

Introduction. Innovationism in various areas of society has changed both the natural and social environment. The change speed in the new infor- mation and communication field is the reason for many questions related to studying the problems of society and the machine, finding out the place of artificial intelligence in social relations. These pro- cesses stimulated the philosophical research, the subject of which was man, modern technologies, scenarios for the development of society, socio- cultural and political-legal forms of its organization. (...) Since the 90s of the twentieth century in the West and later in Russia, a transhumanistic concept has been formed, which connects man, society and technology in a special way. Representatives of transhumanism study the technical develop- ments of human immortality and build models of the perfect man, pursuing as a goal, his deliver- ance from suffering and disease. Transhumanistic perspectives actualize the need for a thorough, constructive and critical assessment of the possible advantages and risks of technological development, and its impact on the political and legal structure. In this regard, the ability to see and isolate the features of this process and subsequent reflection is fundamentally important. The purpose of the article is to consider political and legal transformations in the context of the interaction of modern technologies and soci- ety through the prism of transhumanistic perspec- tives, to identify possible directions of philosophical reflection of political and legal modes of modernity. Methods. To achieve the research goal, general scientific methods of cognition were used: analysis and synthesis, induction, deduction, comparison, abstraction. The article also applied institutional- functional and system-structural approaches, the method of interpretation and content analysis. The analysis of public opinion and special labeling of artificial intelligence was carried out with the help of appealing to network content (social networks, blogs, and forums). Communication channels reproduce messages mentioning modern technolo- gies from the point of view of the philistine world- view based on stereotypes broadcast in society and the influence of popular culture. Content analysis revealed the relevance of the spectrum of labeling, relative to artificial intelligence systems, includ- ing the verbs “create”, “destroy”, “help”, “enslave”. Regarding the sphere of labor, law and politics, the positions differ, from outright alarmism to utopian images of social well-being. Scientific novelty of the study. The article analyzes the prospects of considering the phenom- enon of social transformations, the forms of their representation through political and legal views as exemplified by transhumanism. Results. The author attempts to give a comprehen- sive description of social changes in the field of public administration, legal regulation, legal per- sonality and legal responsibility, social equality of participants in legal relations through the specific refraction of these social phenomena in transhu- manistic ideas. The spectrum of the main problems in the sphere of interests of the transhumanistic worldview is listed. Conclusion. Turning to modernization strategies on the example of transhumanism is a natural and necessary need in the political and legal sphere, in particular. In the course of the analysis, a wide range of problems were identified that actualize the social and axiological and anthropological optics of the research. Diverse forms of transhumanistic political trends act as manifestations of socio-legal reflection on the intensification of innovation- ism, which is capable of radically changing human nature. (shrink)

Policy Interaction Graph Analysis is a Host-based Intrusion Detection tool that uses Linux MAC Mandatory access control policy to build the licit information flow graph and uses a detection policy defined by the administrator to extract illicit behaviour from the graph. The main limitation of this tool is the generation of a huge signature base of illicit behaviours; hence, this leads to the use of huge memory space to store it. Our primary goal in this article is to reduce this (...) memory space while keeping the tool’s efficiency in terms of intrusion detection rate and false generated alarms. First, the interactions between the two nodes of the graph were grouped into a single interaction. The notion of equivalence class was used to classify the paths in the graph and was compressed by using a genetic algorithm. Such an approach showed its efficiency compared to the approach proposed by Pierre Clairet, by which the detection rate obtained was 99.9%, and no false-positive with a compression rate of illicit behaviour signature database reached 99.44%. Having these results is one of the critical aspects of realizing successful host-based intrusion detection systems. (shrink)

Understanding the regional food security situation is of great importance to maintaining China’s food security. To provide targeted information to help regional policymakers monitor food security status, based on the differentiated foci during the phased development of food security, this paper was conceived from the perspective of the need for early warnings and proposes a framework for regional integrated food security that incorporates food quantity security, food quality security, and sustainable food security. In this framework, an indicator system is (...) proposed, and the calculation of these indicators, as well as their warning thresholds and warning ranges, is discussed. To test this approach, a case study was conducted in one of China’s major grain-producing areas, the Dongting Lake area. The results showed that the overall integrated food security situation in this area was generally in the low-alarm range between 1986 and 2011; the primary causes of this status were food quality security, generally in the low- or medium-alarm range, and sustainable food security, which in 14 of the 26 years was in the low-alarm range. The government should establish a more robust system for monitoring the quality of agricultural products, controlling waste discharge, and guaranteeing poor individuals access to sufficient, safe, and nutritious food to meet their dietary needs. Policies on pesticide and fertilizer application should shift from actively encouraging more use to controlling excess application. (shrink)

For a better detection in Network information security monitoring system, the author proposes a method based on adaptive depth detection. A deep belief network was designed and implemented, and the intrusion detection system model was combined with a support vector machine. The data set adopts the NSL-KDD network communication data set, and this data set is authoritative in the security field. Redundant cleaning, data type conversion, normalization, and other processing operations are performed on the data set. Using the (...) data conversion method based on the probability mass function probability mass function coding, a standard data set with low redundancy and low dimensionality can be obtained. Research indicates that when the batch size reaches 64, the accuracy of the test set reaches its maximum value. As the batch size increases, the accuracy first increases and then decreases. When the batch size continues to increase, the model will inevitably fall into the local optimal state, resulting in the degradation of the detection performance of the system. In terms of the false alarm rate, the DBN-SVM model is also the highest; however, it is only 10.73%. Under the premise of increasing the detection rate, the false alarm rate is improved; for the overall detection performance of the model, it is within an acceptable range. In terms of accuracy, the DBN-SVM model also scored the highest. The accuracy rate is the ratio of normal and correct classification for intrusion detection. It can explain the detection ability of the model. In summary, the overall detection ability of the DBN-SVM model is the best. The good classification ability to use SVM is proved, and the classification of low-dimensional features is expected to increase the detection rate of the system. (shrink)

As stewards of public money, government funding agencies have the obligation and responsibility to uphold the integrity of funded research. Despite an increasing amount of empirical studies examining research-related misconduct, a majority of these studies focus on retracted publications. How agencies spot funding-relevant wrongdoing and what sanctions the offenders face remain largely unexplored. This is particularly true for public funding agencies in emerging science powers. To amend this oversight, we retrieved and analyzed all publicized investigation results from China’s largest basic (...) research funding agency over the period from 2005 to 2021. Our findings reveal that both the “police patrol” and “fire alarm” approaches are used to identify misconduct and deter funding-related fraud in China. The principal triggers for investigations are journal article retractions, whistleblowing, and plagiarism detection software. Among the six funding-related misconduct types publicized and punished, the top three are: (1) fraudulent papers, (2) information fabrication and/or falsification in the research proposal, and (3) proposal plagiarism. The most common administrative sanctions are debarment and reclamation of grants. This article argues that more systematic research and cooperation among stakeholders is needed to cultivate research integrity in emerging science powers like China. Specific training and education should be provided for young scientists to help them avoid the pitfall of academic misconduct. (shrink)

Activist artists often face a difficult question: is striving to change the world undermined when pursued through difficult and experimental artistic means? Looking closely at Adrian Piper's 'Four Intruders plus Alarm Systems' (1980), I will consider why this is an important concern for activist art, and assess three different responses in relation to Piper’s work. What I call the conciliatory stance recommends that when activist artists encounter misunderstanding, they should downplay their experimental artistry in favor of fitting their work (...) to their audience's appreciative capacities. What I call the steadfast stance recommends that activist artists have reason to use their privilege of artistic exceptionalism to challenge their audience's expectations, even if this leads to misunderstanding. I claim that a middle position that I call liberal conciliation best balances the demands for actual change placed on activism and the experimental means that artists bring to activism. (shrink)

Neurobiological and cognitive models of unconscious information processing suggest that subconscious threat detection can lead to cognitive misinterpretations and false alarms, while conscious processing is assumed to be perceptually and conceptually accurate and unambiguous. Furthermore, clinical theories suggest that pathological anxiety results from a crude preattentive warning system predominating over more sophisticated and controlled modes of processing. We investigated the hypothesis that subconscious detection of threat in a cognitive task is reflected by enhanced ''false signal'' detection rather than by (...) selectively enhanced discrimination of threat items in 30 patients with panic disorder and 30 healthy controls. We presented a tachistoscopic word-nonword discrimination task and a subsequent recognition task and analyzed the data by means of process-dissociation procedures. In line with our expectations, subjects of both groups showed more false signal detection to threat than to neutral stimuli as indicated by an enhanced response bias, whereas indices of discriminative sensitivity did not show this effect. In addition, patients with panic disorder showed a generally enhanced response bias in comparison to healthy controls. They also seemed to have processed the stimuli less elaborately and less differentially. Results are consistent with the assumption that subconscious threat detection can lead to misrepresentations of stimulus significance and that pathological anxiety is characterized by a hyperactive preattentive alarm system that is insufficiently controlled by higher cognitive processes. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Clinical Anecdotes: A Painful Lack of WoundsChristopher Bailey (bio)Keywordsdepression, post-traumatic stress disorder (PTSD), evolution, fight-or-flight, veteran (treatment of)Colin came to me complaining of depression, which started after he got back from Iraq in 2005. Although he had served in the National Guard, he volunteered absolutely nothing about his time in Iraq as we spoke, instead focusing on other factors, like problems at his job and a family history of (...) depression.Colin's depression seemed serious but not severe. He had been functioning fairly well at work and was not suicidal, although his home life had begun to suffer. As the interview proceeded, I myself fell into Colin's blind spot, all but forgetting his tour of duty as I forged ahead with my list of questions. My avoidance was conscious at first, a deliberate reluctance to come across as one more morbidly curious onlooker recklessly inflaming the wounds of war.When Colin complained of irritability, however, and being kept awake by sinister, shadowy “flashes” at night, I knew I had to ask about Iraq. He was probably suffering from post-traumatic stress disorder, I decided, and was thus trying to avoid the very memories that were haunting and hunting him. And for fear of retraumatizing him (if not suffering second-hand trauma myself), I had colluded in his denial.So when I finally got around to asking about Iraq, I fully expected to hear horror stories, half-articulated perhaps, but all the more grisly for the graininess of their images. Instead, Colin surprised me. He had not experienced anything he considered traumatic. No bombs, bloodshed, or shattered bodies. And in fact, he felt like a “wimp” for having been assigned to a noncombat detail where he missed what might have been his last, best chance “to be a hero.”Most of us would consider this a good thing, but in Colin's case, it had left him feeling somehow uninitiated, like he had not done his part or proven his manhood. Contrary to my assumption, it was the lack of trauma that seemed to trigger his depression upon returning from Iraq. In a relatively safe homeland, rife with middle-class comforts and lacking all but metaphorical rites of passage, perhaps we all feel this way at some level.I pointed out to Colin that people have been dying everywhere in Iraq and under all different circumstances, not just combat. From my stateside perspective, just being there is brave. Although I meant to honor him, he seemed to take my offering as more evidence of his failure, reassuring me that nothing he did could ever compare with the unspeakable horrors endured by veterans of Viet Nam and World War II.Now, as a civilian, he questions whether or not he would respond with sufficient ferocity if, say, he had to defend his family against an attacker. Although powerfully built, Colin (to his credit) has never been a brawler or a bully. Nonetheless, [End Page 223] I have no doubt he could do whatever it took to protect his family. What concerns me more is the opposite: That in trying to prove himself, he might unwittingly put himself and his family in harm's way, if not hurt someone who was never really a threat to begin with.With a new family member, I too feel the burden of hypervigilance. But although terrorists, serial killers, and gangs grab headlines, activating our visceral alarm systems, data from the Centers for Disease Control and Prevention suggest that a sedentary lifestyle still exacts a higher death toll among white American men, like Colin and myself. Although the effect of inertia on the body has been discussed extensively, its impact on mental health has received relatively little attention. Maybe for a creature who evolved on the African savannah, competing over territory and trying not to get eaten, the absence of a visceral challenge can be as debilitating as too much of one.Colin seemed receptive to my concerns, which I took to be a good sign. Although insecure men are quick to fear emasculation, Colin did not seem to be the least bit threatened when I suggested a course... (shrink)

There is now a huge amount of interest in consciousness among scientists as well as philosophers, yet there is so much confusion and ambiguity in the claims and counter-claims that it is hard to tell whether any progress is being made. This ``position paper'' suggests that we can make progress by temporarily putting to one side questions about what consciousness is or which animals or machines have it or how it evolved. Instead we should focus on questions about the sorts (...) of architectures that are possible for behaving systems and ask what sorts of capabilities, states and processes, might be supported by different sorts of architectures. We can then ask which organisms and machines have which sorts of architectures. This combines the standpoint of philosopher, biologist and engineer. If we can find a general theory of the variety of possible architectures (a characterisation of ``design space'') and the variety of environments, tasks and roles to which such architectures are well suited (a characterisation of ``niche space'') we may be able to use such a theory as a basis for formulating new more precisely defined concepts with which to articulate less ambiguous questions about the space of possible minds. For instance our initially ill-defined concept (``consciousness'') might split into a collection of more precisely defined concepts which can be used to ask unambiguous questions with definite answers. As a first step this paper explores a collection of conjectures regarding architectures and their evolution. In particular we explore architectures involving a combination of coexisting architectural levels including: (a) reactive mechanisms which evolved very early, (b) deliberative mechanisms which evolved later in response to pressures on information processing resources and (c) meta-management mechanisms that can explicitly inspect evaluate and modify some of the contents of various internal information structures. It is conjectured that in response to the needs of these layers, perceptual and action subsystems also developed layers, and also that an ``alarm'' system which initially existed only within the reactive layer may have become increasingly sophisticated and extensive as its inputs and outputs were linked to the newer layers. Processes involving the meta-management layer in the architecture could explain the origin of the notion of ``qualia''. Processes involving the ``alarm'' mechanism and mechanisms concerned with resource limits in the second and third layers gives us an explanation of three main forms of emotion, helping to account for some of the ambiguities which have bedevilled the study of emotion. Further theoretical and practical benefits may come from further work based on this design-based approach to consciousness. A deeper longer term implication is the possibility of a new science investigating laws governing possible trajectories in design space and niche space, as these form parts of high order feedback loops in the biosphere. (shrink)

This paper argues that, to tackle the issue of sustainability, we should pay more attention to the temporality of socioecological processes. Only thus can we better understand current subjective and institutional constraints, as well as envision new potential pathways for transformative change. Two main arguments are developed: (1) there is a uniqueness in the temporality of Earth system processes associated with planetary boundaries that deeply transforms our time horizon and the pace of change, and (2) this situation creates a (...) disruption of the temporality embodied in dominant sociopolitical conventions such as the institutional definition and operationalisation of sustainable development. New research avenues and time policies are suggested towards responding meaningfully to the alarming current socioenvironmental trends. (shrink)

This paper is concerned with adaptive learning and coordination processes. Implementing agent-based modeling techniques (Learning Classifier Systems, LCS), we focus on the twofold impact of cognitive and environmental complexity on learning and coordination. Within this framework, we introduce the notion of Adaptive Learning Agent with Rule-based Memory (ALARM), which is a particular class of Artificial Adaptive Agent (AAA, Holland and Miller 1991). We show that equilibrium is approached to a high degree, but never perfectly reached. We also demonstrate that (...) memorization and learning capacities depend upon the relative discordance between the cognitive complexity of agents' mental models and the degree of stability of the environment. (shrink)

Carte Blanche is the alarming tale of how the right of Americans to say "no" to risky medical research is eroding at a time when we are racing to produce a vaccine and treatments for Covid-19. This medical right that we have long taken for granted was first sacrificed on the altar of military expediency in 1990 when the Department of Defense asked for and received from the FDA a waiver that permitted it to force an experimental anthrax vaccine on (...) the ranks of ground troops headed for the Persian Gulf. Since then, the military has pressed ahead to impose nonconsensual testing of the blood substitute PolyHeme in civilian urbanities, quietly enrolling more than 20,000 non-consenting subjects since 2005. Most Americans think that their right to give or withhold consent is protected by law, but the passing in 1996 of modifications to the Code of Federal Regulations, such as statute CFR 21 50.24, now permit investigators to conduct research with trauma victims without their consent or event their knowledge. More than a dozen studies since have used the 1996 loophole to recruit large numbers of subjects without their knowledge. The erosion of consent is the result of a U.S. medical-research system that has proven again and again that it cannot be trusted. (shrink)

This paper explores the significance of intelligent social behavior among non-human animals for philosophical theories of communication. Using the alarm call system of vervet monkeys as a case study, I argue that interpersonal communication (or what I call “minded communication”) can and does take place in the absence of the production and recognition of communicative intentions. More generally, I argue that evolutionary theory provides good reasons for maintaining that minded communication is both temporally and explanatorily prior to the (...) use of communicative intentions. After developing these negative points about the place of communicative intentions in detail, I provide a novel alternative account according to which minded communication is characterized in terms of patterns of action and response that function to coordinate the representational mental states of agents. I show that an account which centers on patterns of representational coordination of this sort is well suited to capture the theoretical roles associated with minded communication and that it does so in a way that provides a good fit with comparative facts about the presence of minded communication among non-human animals. (shrink)

An oversized reliance on big data-driven algorithmic decision-making systems, coupled with a lack of critical inquiry regarding such systems, combine to create the paradoxical “black box” at work. The “black box” simultaneously demands a higher level of transparency from the worker in regard to data collection, while shrouding the decision-making in secrecy, making employer decisions even more opaque to the worker. To access employment, the worker is commanded to divulge highly personal information, and when hired, must submit further still to (...) algorithmic processes of evaluations which will make authoritative claims as to the workers’ productivity. Furthermore, in and out of the workplace, the worker is governed by an invisible data-created leash deploying wearable technology to collect intimate worker data. At all stages, the worker is confronted with a lack of transparency, accountability, or explanation as to the inner workings or even the logic of the “black box” at work. This data revolution of the workplace is alarming for several reasons: the “black box at work” not only serves to conceal disparities in hiring, but could also allow for a level of “data-laundering” that beggars any notion of equal opportunity in employment and there exists, the danger of a “mission creep” attitude to data collection that allows for pervasive surveillance, contributing to the erosion of both the personhood and autonomy of workers. Thus, the “black box at work” not only enables worker domination in the workplace, it deprives the worker of Rawlsian justice. (shrink)

Next SectionThe principle of respect for autonomy has shaped much of the bioethics' discourse over the last 50 years, and is now most commonly used in the meaning of respecting autonomous choice. This is probably related to the influential concept of informed consent, which originated in research ethics and was soon also applied to the field of clinical medicine. But while available choices in medical research are well defined, this is rarely the case in healthcare. Consideration of ordinary medical practice (...) reveals that the focus on patient choice does not properly grasp the moral aspects involved in healthcare. Medical decisions are often portrayed as if doctors and patients in confidence confront specific decisions about examinations or treatment, yet the reality often involves many different participants, with decisions being made over time and space. Indeed, most of the decisions are never even presented to patients, as it would be unethical to suggest something that is not medically justifiable. The options patients do confront are somewhat arbitrarily constructed within the narrow framework of both what is deemed to be medically appropriate and how the healthcare system is organised practically. While the autonomy discourse has proven valuable, a failure to distinguish between the fields of medical research and clinical medicine has generated a focus on patient choice that does not reflect what is really at stake in healthcare settings. This is alarming, because the current discourse misrepresents medical practice in a way that actually contributes to bioethical self-delusion. (shrink)

Some emotional representations seem to be unreliable. For instance, we are often afraid when there is no danger present. If emotions such as fear are so unreliable, what function do they have in our representational system? This is a problem for representationalist theories of emotion. I will argue that seemingly unreliable emotional representations are reliable after all. While many mental states strike an optimal balance between minimizing inaccurate representations and maximizing accurate representations, some emotional representations only aim at maximizing (...) accuracy. They detect important phenomena such as danger based on little evidence, which will lead to a lot of false alarms. When it matters, however, these emotional representations will detect danger and other important phenomena. Often, one is better scared (and wrong) than sorry. (shrink)

Expert judgment can be seen throughout climate science and even more prominently when discussing climate tipping points. To provide an accurate characterization of expert judgment we begin by evaluating the existing literature on expertise as it relates to climate science as a whole, before then focusing the literature review on the role of expert judgment in the unique context of climate tipping points. From this we turn our attention to the structured expert elicitation protocols specifically developed for producing expert judgments (...) about tipping points. We highlight that expert elicitation is not only used for the quantification of uncertainty in this context, but also for the very identification and characterization of tipping points and their interactions, making expert judgment in itself a genuine scientific output. The central role of expert judgment in this domain raises several epistemic issues that require careful attention. Among other topics, we discuss the relationship between expert judgment and modeling, as well as the nonepistemic values that are involved in the production of expert judgments, highlighting how the elicitation protocols can be used to manage these values. In the perspective of climate change, clarifying the epistemic foundations of expert judgment in this context can help to navigate the epistemic situation between self-defeating alarmism and blind dismissal, thus contributing to a better understanding of the challenges related to climate (and Earth system) tipping points. (shrink)

This article reports a study comparing the effects of a single dose of alcohol with a matched placebo drink on recognition memory with and without conscious recollection. A double-blind, cross-over design was used with healthy volunteers who were all social drinkers. Processing depth at study was manipulated using generate versus read instructions. Conscious recollection at test was assessed using the remember-know-guess paradigm (Gardiner, 1988; Tulving, 1985). Alcohol significantly reduced conscious recollection (remember responses) but had no effect on recognition in the (...) absence of conscious recollection (know responses). False alarms rates were low and unaffected by alcohol. Previous findings that generation effects are found only for remember responses were closely replicated. A further dissociation of the generation effect occurred between treatments in that deeper processing at study facilitated recognition on placebo but not on alcohol. That both alcohol and depth of processing produce dissociative effects on recollective experience provides further evidence that remembering and knowing reflect distinct memory systems. (shrink)

Brain monitoring combined with automatic analysis of EEGs provides a clinical decision support tool that can reduce time to diagnosis and assist clinicians in real-time monitoring applications (e.g., neurological intensive care units). Clinicians have indicated that a sensitivity of 95% with specificity below 5% was the minimum requirement for clinical acceptance. In this study, a high-performance automated EEG analysis system based on principles of machine learning and big data is proposed. This hybrid architecture integrates hidden Markov models (HMMs) for (...) sequential decoding of EEG events with deep learning-based postprocessing that incorporates temporal and spatial context. These algorithms are trained and evaluated using the Temple University Hospital EEG, which is the largest publicly available corpus of clinical EEG recordings in the world. This system automatically processes EEG records and classifies three patterns of clinical interest in brain activity that might be useful in diagnosing brain disorders: (1) spike and/or sharp waves, (2) generalized periodic epileptiform discharges, (3) periodic lateralized epileptiform discharges. It also classifies three patterns used to model the background EEG activity: (1) eye movement, (2) artifacts and (3) background. Our approach delivers a sensitivity above 90% while maintaining a specificity below 5%. We also demonstrate that this system delivers a low false alarm rate, which is critical for any spike detection application. (shrink)

This study analyzed and explored the cognitive load of Australian energy market operators managing one of the longest inter-connected electrical networks in the world. Each operator uses a workstation with seven screens in an active control room environment, with a large coordination screen to show information and enable collaboration between different control centers. Cognitive load was assessed during both training scenarios and regular control room operations via the integration of subjective and physiological measures. Eye-tracking glasses were also used to analyze (...) the operators gaze behavior. Our results indicate that different events, different participants for the same session, and different periods of one session all have varying degrees of cognitive load. The system design was observed to be inefficient in some situations and to have an adverse affect on cognitive load. In critical situations for instance, operator collaboration was high and the coordination screen was used heavily when collaborating between two control centers, yet integration with the system could be improved. Eye tracking data analysis showed that the layout of applications across the seven screens was not optimal for many tasks. Improved layout strategies, potential combination of applications, redesigning of certain applications, and linked views are all recommended for further exploration in addition to improved integration of procedures and linking alarms to visual cues. (shrink)

A trenchant and wide-ranging look at this alarming national trend, _Disrupting the School-to-Prison Pipeline_ is unsparing in its account of the problem while pointing in the direction of meaningful and much-needed reforms. The “school-to-prison pipeline” has received much attention in the education world over the past few years. A fast-growing and disturbing development, it describes a range of circumstances whereby “children are funneled out of public schools and into the juvenile and criminal justice systems.” Scholars, educators, parents, students, and organizers (...) across the country have pointed to this shocking trend, insisting that it be identified and understood—and that it be addressed as an urgent matter by the larger community. This new volume from the _Harvard Educational Review _features essays from scholars, educators, students, and community activists who are working to disrupt, reverse, and redirect the pipeline. Alongside these authors are contributions from the people most affected: youth and adults who have been incarcerated, or whose lives have been shaped by the school-to-prison pipeline. Through stories, essays, and poems, these individuals add to the book’s comprehensive portrait of how our education and justice systems function—and how they fail to serve the interests of many young people.". (shrink)

Since the outbreak of COVID-19, governments have turned their attention to digital contact tracing. In many countries, public debate has focused on the risks this technology poses to privacy, with advocates and experts sounding alarm bells about surveillance and mission creep reminiscent of the post 9/11 era. Yet, when Apple and Google launched their contact tracing API in April 2020, some of the world’s leading privacy experts applauded this initiative for its privacy-preserving technical specifications. In an interesting twist, the (...) tech giants came to be portrayed as greater champions of privacy than some democratic governments. This article proposes to view the Apple/Google API in terms of a broader phenomenon whereby tech corporations are encroaching into ever new spheres of social life. From this perspective, the advantage these actors have accrued in the sphere of the production of digital goods provides them with access to the spheres of health and medicine, and more worrisome, to the sphere of politics. These sphere transgressions raise numerous risks that are not captured by the focus on privacy harms. Namely, a crowding out of essential spherical expertise, new dependencies on corporate actors for the delivery of essential, public goods, the shaping of public policy by non-representative, private actors and ultimately, the accumulation of decision-making power across multiple spheres. While privacy is certainly an important value, its centrality in the debate on digital contact tracing may blind us to these broader societal harms and unwittingly pave the way for ever more sphere transgressions. (shrink)

Online exam supervision technologies have recently generated significant controversy and concern. Their use is now booming due to growing demand for online courses and for off-campus assessment options amid COVID-19 lockdowns. Online proctoring technologies purport to effectively oversee students sitting online exams by using artificial intelligence systems supplemented by human invigilators. Such technologies have alarmed some students who see them as a “Big Brother-like” threat to liberty and privacy, and as potentially unfair and discriminatory. However, some universities and educators defend (...) their judicious use. Critical ethical appraisal of online proctoring technologies is overdue. This essay provides one of the first sustained moral philosophical analyses of these technologies, focusing on ethical notions of academic integrity, fairness, non-maleficence, transparency, privacy, autonomy, liberty, and trust. Most of these concepts are prominent in the new field of AI ethics, and all are relevant to education. The essay discusses these ethical issues. It also offers suggestions for educational institutions and educators interested in the technologies about the kinds of inquiries they need to make and the governance and review processes they might need to adopt to justify and remain accountable for using online proctoring technologies. The rapid and contentious rise of proctoring software provides a fruitful ethical case study of how AI is infiltrating all areas of life. The social impacts and moral consequences of this digital technology warrant ongoing scrutiny and study. (shrink)

Would you want to be operated on by a surgeon trained at a medical school that did not evaluate its students? Would you want to fly in a plane designed by people convinced that the laws of physics are socially constructed? Would you want to be tried by a legal system indifferent to the distinction between fact and fiction? These questions may seem absurd, but these are theories being seriously advanced by radical multiculturalists that force us to ask them. (...) These scholars assert that such concepts as truth and merit are inextricably racist and sexist, that reason and objectivity are merely sophisticated masks for ideological bias, and that reality itself is nothing more than a socially constructed mechanism for preserving the power of the ruling elite. In Beyond All Reason, liberal legal scholars Daniel A. Farber and Suzanna Sherry mount the first systematic critique of radical multiculturalism as a form of legal scholarship. Beginning with an incisive overview of the origins and basic tenets of radical multiculturalism, the authors critically examine the work of Derrick Bell, Catherine MacKinnon, Patricia Williams, and Richard Delgado, and explore the alarming implications of their theories. Farber and Sherry push these theories to their logical conclusions and show that radical multiculturalism is destructive of the very goals it wishes to affirm. If, for example, the concept of advancement based on merit is fraudulent, as the multiculturalists claim, the disproportionate success of Jews and Asians in our culture becomes difficult to explain without opening the door to age-old anti-Semitic and racist stereotypes. If historical and scientific truths are entirely relative social constructs, then Holocaust denial becomes merely a matter of perspective, and Creationism has as much "validity" as evolution. The authors go on to show that rather than promoting more dialogue, the radical multiculturalist preferences for legal storytelling and identity politics over reasoned argument produces an insular set of positions that resist open debate. Indeed, radical multiculturalists cannot critically examine each others' ideas without incurring vehement accusations of racism and sexism, much less engage in fruitful discussion with a mainstream that does not share their assumptions. Here again, Farber and Sherry show that the end result of such thinking is not freedom but a kind of totalitarianism where dissent cannot be tolerated and only the naked will to power remains to settle differences. Sharply written and brilliantly argued, this book is itself a model of the kind of clarity, civility, and dispassionate critical thinking which the authors seek to preserve from the attacks of the radical multiculturalists. With far-reaching implications for such issues as government control of hate speech and pornography, affirmative action, legal reform, and the fate of all minorities, Beyond All Reason is a provocative contribution to one of the most important controversies of our time. (shrink)

In light of the recent focus in bioethics on questions of deliberate moral enhancement through the use of psychoactive drugs, Levy et al. (2014) argue that the more pressing issue may be the incidental effect that prescription drugs could already be having on moral agency. Although concerns have focused on the possibility of altering moral psychology through direct effects on brain function, the authors point out that this may already be a reality, albeit an unintentional one. They conclude from their (...) survey of prescription drugs already in use, that we should urgently investigate the ways they may be “influencing the shape of our societies” (2014, 123). The question of how we ought to respond to this possibility, I believe, must be considered in the broader context of existing attitudes and policy in response to substances with similar effects; and the relative significance of these drug effects compared with other factors, in particular social factors that shape society through their developmental influence on moral psychology. -/- First, it is important to consider the drugs described by the authors alongside widely used drugs with known, comparable effects. For example, alcohol has profound effects on features of cognition that seem relevant to moral agency, in altering risk assessment and increasing aggression (Bushman and Cooper 1990; George et al. 2005). Its impairing of inhibitory control arguably undermines the reflective processes that are often considered central to moral agency (Craigie 2011; Field et al. 2010). However, by and large the current policy adopted in liberal democratic societies is to educate people about these dangers but leave it up to adults to choose whether they use alcohol. Exceptions to this position are grounded in reasons of public protection, for example, in the case of blood alcohol limits for drivers in order to protect people against injury or death as a result of drunk driving. Restrictions are also sometimes placed on inebriation in the context of particular public roles, for example, serving on a jury, although the issue remains controversial (Law Reform Commission 2010, s. 8.21, 8.26, 8.27). This approach to alcohol regulation offers an established model for responding to the kinds of drugs in question. Broadly, it suggests that concerns about the effect of a drug on moral agency are only considered serious enough to warrant restricting its use when this puts others at risk of serious harms, or when a person is fulfilling a public role where sound decision making is of great importance (e.g., in maintaining trust in institutions such as the criminal justice system). Although at first it may be an alarming thought that pharmaceuticals [End Page 127] could be influencing individual moral psychology, the example of alcohol suggests that this this is a familiar experience, and something for which states already have a policy framework. -/- Caffeine is another commonly used drug with psychoactive properties that seem likely to affect moral agency. Along with potentially morally relevant effects on attention and aggression (Einöther and Giesbrecht 2013; Kuhns et al. 2010), research suggests a connection between cortisol—a hormone that is elevated by caffeine—and the processing of social cues relating to threat (Montoya et al. 2012; Putman et al. 2007). There are little in the way of restrictions on the use of caffeine. Nonetheless, one might be concerned about the possible effects of caffeine on moral agency and society, particularly if the effects are less obvious than in the case of alcohol (Kuhns et al. 2010). The same concern might apply to the pharmaceuticals in question. Perhaps there is a need to investigate these effects on thought and behavior because they are not easy to detect. The greater danger might be in the fact that people do not recognize how these drugs change their appraisals and decisions, rather than in the effects themselves. It seems a reasonable suggestion that if a drug has significant enough effects on interpersonal relationships, then this information should be made available as a part of an informed consent procedure. (shrink)

About ten years ago, reports of lab-grown “mini brains” or “brains in a dish” appeared in the media, falling somewhere between the curious and the alarming. The trigger of these reports was a new method to grow three-dimensional neural tissue from human stem cells that recapitulates, to some degree, the early development of brain tissue. Despite their relatively small size and other limitations, such model systems capture in part the structure and functions of regions of the human brain and can (...) also be combined to form so-called assembloids. (shrink)

[Herbert F.] Tucker has shown us in a very practical way that the concept of meaning is the problem of problems, not only in hermeneutics but in literary theory and, indeed, literary study generally. It may well be that in literary study there can be no talk of meaning that is not ambiguous, that does not require us to speak in figures or by means of metaphorical improvisations. It would not necessarily follow that our talk of meaning is merely provisional (...) or without philosophical authority since we know now that considerable authority attaches to ordinary language, whence we obtain our use of the word "meaning" as well as the figurations that we use to talk our way around it. To be sure, the discipline of literary study is now rapidly filling with grave masters who take our figures to mean that meaning is literally unspeakable—only so many transferences and substitutions within a system of differences alarmingly vast . This is itself a terrific idea, or a terrific figure, although it is used mainly to expose the thoughtless way we talk about meaning as well as our offhand assumptions about the conditions that make understanding possible. Our problem in literary study is not that meaning is unspeakable—even if it were it would not be a problem—but that we rarely reflect on the subject of meaning in a disciplined way. In our time, meaning as a topic of study is the preserve of logicians. It is almost exclusively a theme of analytical philosophy, and even those not bound by this philosophy address themselves to the analytical tradition when they speak of meaning.1 It is time that we entered into this discourse on meaning; a paper as fine as Tucker's should serve as a summons.· 1. Among numerous cases, see John R. Searle, "Metaphor" and "Literal Meaning," Expression and Meaning , pp. 76-136, and "Intentionality and the Use of Language," in Meaning and Use, ed. Avishai Margalit , pp. 181-97.Gerald l. Bruns, professor of English at the University of Iowa, is the author of Modern Poetry and the Idea of Language and Inventions: Writing, Textuality, and Interpretation in Literary History. (shrink)

The purpose of this article is to reinforce the alert that the German philosopher Hans Jonas makes in his work Principle responsibility for the imminent possibility of a tragic end of history for humanity if the unpredictable effects arising from the form of action of the liberal political-economic system and the inconsequential advance of the technology that follows are considered. In this intention, we chose as a strategy, to weaken and oppose the Hegelian idea, opposed to Jonah's view, that (...) there would be no cause for alarm because history, in its development, is guided by an immanent and well-intentioned reason that inevitably leads humanity towards the realm of freedom and the absolute spirit. More recently, the American philosopher, economist and political scientist Francis Fukuyama, seeking support in Hegelian thought decreed that history had come to an end with the culmination of the sociocultural evolution of humanity. In this context, we initially seek to present an interpretative analysis of the ideas of Hegel and Fukuyama, and then to make a critique a of this way of thinking, in the light of Hans Jonas' arguments. Finally, it is concluded, through the Jonasian lens, that the story, in addition to not having reached its end, as Fukuyama stated, may also have a quite different ending from that imagined by Hegel. Therefore, one should not disregard the occurrence of the hypothesis of an essential death followed by a physical death of the human race, well before the Hegelian project of freedom has a chance to take place. In doubt, it is better for man to be wary of the existence and of the intention and of the capacity of an imminent reason and to retake in time the reins of his own destiny, through the adoption of a new ethical principle: that of responsibility. (shrink)

Digital business has marked an era of transformation, but also an unprecedented growth of cyber threats. While digital explosion witnessed by the banking sector since the COVID-19 pandemic has been significant, the level and frequency of cybercrimes have gone up as well. Cybercrime officials attribute it to remote working—people using home computers or laptops with vulnerable online security than office systems; malicious actors relentlessly developing their tactics to find new ways to break into enterprise networks and grasping defence evasion; persons (...) unemployed during the pandemic getting into hacking; cloud and data corruption; digital fatigue causing negligence; etc. This study adopts a case-based approach to explore the importance of business ethics, information sharing and transparency to build an information-driven society by scouting the case of Punjab and Maharashtra Co-operative (PMC) Bank, India. PMC defaulted on payments to its depositors and was placed under Reserve Bank of India’s directions due to financial irregularities and a massive fraud perpetrated by bank officials by orchestrating the bank’s IT systems. The crisis worsened when panic-stricken investors advanced their narrative through fake news peddled via social media channels, resulting in alarm that caused deaths of numerous depositors. It exposed several loopholes in information management in India’s deposit insurance system and steered the policy makers to restructure the same, thus driving the country consistent with its emerging market peers. The study further identifies best practices for aligning employees towards ethical behaviour in a virtual workplace and the pedagogical approaches for information management in the new normal. (shrink)

Crafted within a knowledge-first epistemological framework, Mona Simion’s engaging and wide-ranging work ensures that both the Knowledge Norm of Assertion (KNA) and Classical Invariantism (CI) can be part of a viable and productive research program.Dissatisfied with current strategies on offer in the literature, she successfully counters objections to the pair sourced in “shiftiness intuitions”—intuitions that seem to indicate that mere changes in practical context can impact the propriety of assertions and knowledge attributions. For example, in Keith DeRose’s famous pair of (...) low stakes versus high stakes bank cases, the consequences of Keith’s acting on The bank is open on Saturday if it were false change from trivial in low stakes to catastrophic in high stakes. We are to suppose that the proposition is true, and that Keith has access to the same quantity and quality of evidence for it in both cases. In low stakes, but not in high stakes, we are inclined to think that Keith can appropriately assert to his inquiring wife “The bank is open on Saturday.” In low stakes, Keith’s knowledge ascription “I know that the bank is open on Saturday” strikes us as aptly asserted and true. In high stakes only a knowledge denial on Keith’s part strikes us as aptly asserted and true.If we want to hang on to KNA, it looks like we will have to abandon CI and concede that ‘knows’ or knowledge is sensitive to changes in practical considerations. If we want to retain CI, we can try to say that, while Keith does still know that the bank is open on Saturday in high stakes, he does not have sufficient warrant to properly assert that it is. But such a move seems to run counter to KNA. We appear to be stuck in the Shiftiness Dilemma.Keen to get us out of the dilemma and to preserve the idea that epistemically good thinking and asserting are independent of practical concerns, Simion suggests a strategy that can also be used to protect other epistemic speech-act norms and notions from similar threats of practical shiftiness. She notes that having an impact on the degree of epistemic warrant required is not enough to make a norm an epistemic one. Fair enough. If I am given strong practical reason (a million dollars, or a gun to the head) not to adopt full belief until I have gathered more evidence, there is potentially some nonepistemic norm at work in the demand for further evidence. So it is a live possibility (indeed, a plausible one, as Simion would say) that our intuitions in the Shiftiness Dilemma are being misdescribed: they are tracking all-things-considered propriety of assertion, not epistemic propriety. In high stakes, practical norms override the epistemic norm KNA. Keith’s asserting “The bank is open on Saturday” would be epistemically proper but all-things-considered improper.Simion backs up her account with an etiological-function origin story and typology for the norms of assertion. Here is her characterization of etiological function for traits, artifacts, and actions. E-function.A token of type T has the e-function of type B of producing effect E in a system S iff (1) tokens of T produced E in the past, (2) producing E resulted in benefit of type B in S/S’s ancestors, and (3) producing E’s having B-benefited S’s ancestors contributes to the explanation of why T exists in S.In this schema, norms governing an action are typed by the functions or purposes of the action, which in turn are typed by the benefits the action delivers. The epistemic norm of assertion will be the one that characteristically and reliably enables participants in the practice of assertion to secure its primary epistemic good, which Simion identifies as knowledge (testimonial knowledge in hearers generated under normal conditions by the assertions of knowledgeable speakers). Moves in a practice either directly or indirectly aim at fulfilling the goal of the practice. Assertion is a move in the practice of inquiry, which has the generation of knowledge as its aim. Hence, Simion concludes, assertion aims at generating knowledge.This account helps to explain why, in cases like high stakes, Keith all-things-considered ought not to assert “The bank is open on Saturday,” even though he knows it is true. Prudential norms of assertion override the epistemic KNA, for when multiple functions come into conflict, the ones that are more important to the survival of the organism will generate weightier normative constraints.Simion then applies her account to the general category of constatives—for example, speech acts that express a speaker’s belief and the intention that the hearer form or continue to hold the like belief. Employing the taxonomy of Bach and Harnish, she argues that, as expressions of belief and hence varieties of assertion, constatives are subject to knowledge norms as well. Bach and Harnish identify fifteen different subcategories of constatives, each characterized in terms of the kind of belief and intention they express. The norms governing a species have to be at least as strong as the norms governing the corresponding type. As species of the type assertion, each subcategory, then, is subject to at least the necessary direction of KNA. Ultimately, we arrive at a knowledge norm for every speech act on the list, such as The Knowledge Norm of Conjecture (KNC):One’s conjecture that p is epistemically permissible only if one knows that there is reason, but not sufficient reason, to believe that p. Most of the proposed interpretations of various constatives are on the whole reasonable enough, though J. L. Austin would surely be unhappy to see so many different speech acts fashioned into varieties of assertion. Simion concludes with reflections on conjecturing, telling, and moral assertion.Construing the challenge of shiftiness intuitions in terms of the Shiftiness Dilemma allows Simion to declare success when the compatibility of KNA and CI with the relevant data of intuition is secured. Ensuring empirical adequacy for an explanatory framework is an important step, but pronouncements of victory by way of inference to the best explanation would be premature.Other candidates have been shown to match KNA’s familiar explanatory successes (involving lottery propositions, Moorean statements, etc.). Unlike KNA, alternatives that require only epistemically justified or rational belief or credence can allow that a subject is epistemically proper to assert what they believe when their belief is epistemically rational, even under conditions where there are defeating reasons that they are not in a position to be aware of. Furthermore, such norms seem better suited for philosophical or heated moral discussions where there is little consensus and individuals routinely fail to know that what they assert is true. Simion sounds the alarm that the Shiftiness Dilemma threatens to generalize “to epistemic normativity as a whole” (xi–xii), but norms concerning rational credence seem particularly immune.As Simion notes, the etiological-function model of norms that she proposes could be rebuilt with a different central epistemic aim at its core. Indeed, Millikan-inspired models along these lines are appealed to in other areas in philosophy where the concept of information takes center stage—a concept that may be more amenable to rigorous definition and use in dialogue with the sciences than knowledge. We can wonder, also, what special weight the etiological-function model accords to a knowledge-first perspective on epistemic normativity when the model is malleable in this way.The effectiveness of Simion’s strategy for shielding epistemically good thinking and assertion from practical shiftiness becomes less apparent when we try to apply it to Keith’s belief or judgment that the knowledge ascription/denial he asserts is true. It is unclear whether we are to suppose that, in high stakes, Keith epistemically ought to believe/judge that his asserted knowledge denial is false, but all-things-considered he ought to believe/judge that it is true. We do not have to accept that the knowledge-first, etiological function account of normativity for assertion carries over to belief, of course, but then what progress have we made in accounting for the shiftiness in Keith’s judgment that he knows the bank is open on Saturday in low stakes but not in high stakes?Furthermore, there are other ways to generate problems for fallibilist Classical Invariantists in low versus high stakes pairs of cases. Here is a simplified version of a puzzle from the debate over pragmatic encroachment. Consider low cases where you meet the invariant standards for knowing that p, but your justified confidence falls short of certainty. Among these cases, there must be some where you also meet the invariant standards for knowing that if p is true, then among your choices of action ϕ-ing results in the best overall outcome. Say, for instance, that you have a machine with a ϕ button, and your machine, which you know to be extremely reliable, tells you what the cost or benefit will be if you push the button and p is true versus if p is false. If you ϕ (push the ϕ button) and p is true, you win one hundred dollars; if you ϕ and p is false, you lose one hundred dollars. You face the choice: to ϕ or not to ϕ. Since you know that p, and you know that if p is true, then among your choices of action ϕ-ing results in the best overall outcome, you rationally conclude that ϕ-ing results in the best overall outcome, and hence that you ought to ϕ. If you know which choice of action has the best overall outcome, that is what you all-things-considered should do. Now consider high, where the quantity and quality of your evidence for p is the same, and you still know that your machine is extremely reliable. This time, however, the machine tells you that if you push ϕ and p is true, you win one hundred dollars, but if you push ϕ and p is false, you lose $1 million. Your rational confidence in p is not high enough to justify pushing the button, so you rationally conclude that you ought not to ϕ. Since in high nothing evidentially relevant has changed (all that has changed is the machine informing you of a new, more serious cost of acting on p if p is false), the classical invariantist will have to say that you still know that ϕ, and you still know that if p is true, then among your choices of action ϕ-ing results in the best overall outcome. So, according to CI, you should still be able to reason properly as follows: you know that p, and you know that if p is true, then among your choices of action ϕ-ing results in the best overall outcome, so you know that ϕ-ing results in the best overall outcome, hence you ought to ϕ. Classical invariantists owe us an explanation concerning how we can avoid the paradox here without conceding that knowledge is practically shifty. (shrink)