This paper provides a method for characterizing space events using the framework of conceptual spaces. We focus specifically on estimating and ranking the likelihood of collisions between space objects. The objective is to design an approach for anticipatory decision support for space operators who can take preventive actions on the basis of assessments of relative risk. To make this possible our approach draws on the fusion of both hard and soft data within a single decision support framework. Contextual data is (...) also taken into account, for example data about space weather effects, by drawing on the Space Domain Ontologies, a large system of ontologies designed to support all aspects of space situational awareness. The framework is coupled with a mathematical programming scheme that frames a mathematically optimal approach for decision support, providing a quantitative basis for ranking potential for collision across multiple satellite pairs. The goal is to provide the broadest possible information foundation for critical assessments of collision likelihood. (shrink)

This paper describes an AFOSR-supported basic research program that focuses on developing a new framework for combining hard with soft data in order to improve space situational awareness. The goal is to provide, in an automatic and near real-time fashion, a ranking of possible threats to blue assets (assets trying to be protected) from red assets (assets with hostile intentions). The approach is based on Conceptual Spaces models, which combine features from traditional associative and symbolic cognitive models. While Conceptual Spaces (...) are revolutionary, they lack an underlying mathematical framework. Several such frameworks have attempted to represent Conceptual Spaces, but by far the most robust is the model developed by Holender. His model utilizes integer linear programming in order to obtain an overall similarity value between observations and concepts that support the formation of hypotheses. This paper will describe a method for building Conceptual Spaces models for threats that utilizes ontologies as a means to provide a clear semantic foundation for this inferencing process; in particular threat ontologies and space domain ontologies are developed and employed in this approach. A space situational awareness use-case is presented involving a kinetic kill scenario and results are shown to assess the performance of this fusion-based inferencing framework. (shrink)

The overall goal of the approach developed in this paper is to estimate the likelihood of a given kinetic kill scenario between hostile spacebased adversaries using the mathematical framework of Complex Conceptual Spaces Single Observation. Conceptual spaces are a cognitive model that provide a method for systematically and automatically mimicking human decision making. For accurate decisions to be made, the fusion of both hard and soft data into a single decision framework is required. This presents several challenges to this data (...) fusion framework. The first is the challenge involved in handling multiple complex terminologies, which is addressed by drawing on a set of Space Domain Ontologies. Another challenge is the complex combinatorics involved when considering all possible feature combinations. This can be mitigated by using integer linear programming optimization that is outlined by the Complex Conceptual Spaces Single Observation mathematical model framework. A third challenge is the complicated physics that is involved in a spacecraft collision that must be addressed to obtain a better understanding of threat assessment. Overcoming these various challenges allows for a quantitative ranking for the potential of a kinetic kill collision across multiple spacecraft pairs. In addition to overcoming these challenges this paper will break down threat assessment into four domains and identify a ranking of threat both for each individual domain and for the four domains combined. Simulation results are shown to verify the developed concepts. (shrink)

Advances in neuroscience implicate reentrant signaling as the predominant form of communication between brain areas. This principle was used in a series of masking experiments that defy explanation by feed-forward theories. The masking occurs when a brief display of target plus mask is continued with the mask alone. Two masking processes were found: an early process affected by physical factors such as adapting luminance and a later process affected by attentional factors such as set size. This later process is called (...) masking by object substitution, because it occurs whenever there is a mismatch between the reentrant visual representation and the ongoing lower level activity. Iterative reentrant processing was formalized in a computational model that provides an excellent fit to the data. The model provides a more comprehensive account of all forms of visual masking than do the long-held feed-forward views based on inhibitory contour interactions. (shrink)

Colour relationalism holds that the colours are constituted by relations to subjects. Anti-relationalists have claimed that this view stands in stark contrast to our phenomenally-informed, pre-theoretic intuitions. Is this claim right? Cohen and Nichols’ recent empirical study suggests not, as about half of their participants seemed to be relationalists about colour. Despite Cohen and Nichols’ study, we think that the anti-relationalist’s claim is correct. We explain why there are good reasons to suspect that Cohen and Nichols’ experimental design skewed their (...) results in favour of relationalism. We then run an improved study and find that most of our participants seem to be anti-relationalists. We find some other interesting things too. Our results suggest that the majority of ordinary people find it no less intuitive that colours are objective than that shapes are objective. We also find some evidence that when those with little philosophical training are asked about the colours of objects, their intuitions about colour and shape cases are similar, but when asked about people’s colour ascriptions, their intuitions about colour and shape cases differ. (shrink)

Job burnout, organizational commitment, and work environment continue to be important areas of research to be studied in the realm of company employment and employee retention. Job burnout is the state of physical and emotional exhaustion and perceiving one’s profession as dull or overwhelming. Meanwhile, organizational commitment refers to the company’s attitude towards the organization and their employees, encompassing loyalty, moral responsibility, and their willingness to work. And lastly, work environment provides opportunities for employees to establish connections, develop skills, and (...) maximize their full potential in performing tasks. For the current study, researchers utilized descriptive-correlational research design to investigate the influence of Work Environment towards the job burnout and organizational commitment of BPO agents in selected companies in Bulacan, Philippines. Hence, Danish Psychosocial Work Environment Questionnaire (DPQ), Maslach Burnout Inventory - General Survey (MBI-GS), and the Three-Dimensional Model of Organizational Commitment Scale (ACS, NCS, CCS) were employed to properly assess the study's objectives. Multiple Linear Regression Analysis was performed to analyze the collected data. Based on the analysis, findings show that work environment has no significant influence on the job burnout and organizational commitment of BPO Agents. Furthermore, the results of this study were thoroughly evaluated, leading to an in-depth discussion. Based on the findings, recommendations were made to benefit the stakeholders of the study and contributeto the existing body of knowledge. (shrink)

If people believe that some property is true of all members of a class such as sofas, then they should also believe that the same property is true of all members of a conjunctively defined subset of that class such as uncomfortable handmade sofas. A series of experiments demonstrated a failure to observe this constraint, leading to what is termed the inverse conjunction fallacy. Not only did people often express a belief in the more general statement but not in the (...) more specific, but also when they accepted both beliefs, they were inclined to give greater confidence to the more general. It is argued that this effect underlies a number of other demonstrations of fallacious reasoning, particularly in category-based induction. Alternative accounts of the phenomenon are evaluated, and it is concluded that the effect is best interpreted in terms of intensional reasoning [Tversky, A., & Kahneman, D.. Extensional versus intuitive reasoning: the conjunction fallacy in probability judgment. Psychological Review, 90, 293-315.]. (shrink)

In this essay, I want to explore one of the most ironic episodes in the history of propaganda, the attempt by various federal agencies to moderate American WWII anti-Japanese propaganda films. My texts will be four films, two produced by the military, and two by Hollywood: December 7th (1943), directed by Gregg Toland and revised by John Ford; Air Force (1943), directed Howard Hawks; Know Your Enemy: Japan (1945), directed by Frank Capra; and Betrayal for the East (1945), directed by (...) William Berke. As all of these films are readily available on YouTube, I will be brief in my description of them. Instead, I will focus on how they served to intensify racial hatred of Japanese in general and Japanese-Americans in particular, and how the federal government tried to control that propaganda—but was limited by its own policies regarding Japanese-Americans. (shrink)

In this article, I set forth a theory of propaganda explaining what it is, how it relates to marketing, and the nature and types of ideology. I discuss the criteria by which we can judge the rationality or deceitfulness of propaganda. I defend the view that while propaganda can be perfectly rational, it rarely is, and I explain why that is the case. I finish by explaining why the question of the rationality or deceitfulness of propaganda is different from the (...) question of the morality of propaganda. I give two quick examples of how an ethicist might argue that deceptive propaganda might be ethical to use, and perfectly rational propaganda might be immoral to use. I conclude with the notion that the question of the ethics of marketing and propaganda is complex, and should be handled in a separate paper. (shrink)

The term ‘propaganda’ is normally taken in the pejorative sense of deceitful messaging. Propaganda is considered dubious if it is produced by a government agency, especially by a ministry of war or propaganda. In this article, I apply the theory of propaganda I sketched in a prior piece in these pages, under which propaganda is simply messaging intended to persuade others to do something or to support something. Under this theory, propaganda is reasonable if but only if it is evidence-based, (...) truthful, broadly logical, not coercive, targeted at mentally competent adults, and transparent—meaning that the audience should be aware that the message is intended to persuade them to do or support something. I then examine three WWII-era government propaganda films, one—A Defeated People (1946)—produced by the British military, and two—The Negro Soldier (1944) and Teamwork (1947)—produced by the American military. I explain first why I chose these particular films. I then analyze these films in some detail and show that while they were not perfectly rational, they all effectively conveyed the persuasive message that the respective militaries wanted to convey. And they did this by meeting all of the criteria for propaganda to be rational. (shrink)

Achieving space domain awareness requires the identification, characterization, and tracking of space objects. Storing and leveraging associated space object data for purposes such as hostile threat assessment, object identification, and collision prediction and avoidance present further challenges. Space objects are characterized according to a variety of parameters including their identifiers, design specifications, components, subsystems, capabilities, vulnerabilities, origins, missions, orbital elements, patterns of life, processes, operational statuses, and associated persons, organizations, or nations. The Space Object Ontology provides a consensus-based realist framework (...) for formulating such characterizations in a computable fashion. Space object data are aligned with classes and relations in the Space Object Ontology and stored in a dynamically updated Resource Description Framework triple store, which can be queried to support space domain awareness and the needs of spacecraft operators. This paper presents the core of the Space Object Ontology, discusses its advantages over other approaches to space object classification, and demonstrates its ability to combine diverse sets of data from multiple sources within an expandable framework. Finally, we show how the ontology provides benefits for enhancing and maintaining longterm space domain awareness. (shrink)

Within-category induction is the projection of a generic property from a class to a subtype of that class. The modifier effect refers to the discovery reported by Connolly et al., that the subtype statement tends to be judged less likely to be true than the original unmodified sentence. The effect was replicated and shown to be moderated by the typicality of the modifier. Likelihood judgements were also found to correlate between modified and unmodified versions of sentences. Experiment 2 elicited justifications, (...) which suggested three types of reason for the effect-pragmatics, knowledge-based reasoning, and uncertainty about attribute inheritance. It is argued that the results provide clear evidence for the default inheritance of prototypical attributes in modified concepts, although a full account of the effect remains to be given. (shrink)

This essay is my review of Erwin Leiser’s excellent documentary film Germany Awake. This classic film first aired in Germany in 1968, and remains to this day one of the best surveys of major Nazi-era movies and exactly what messages they were meant to convey. The film underscores the emphasis the regime put on film as one of the premier mechanisms of propaganda, though Leiser’s film points out that most of the cinema produced by the Nazi regime was not pure (...) propaganda, but mainly entertainment. In the review, I put forward a list of criteria for evaluating the degree of the deceptiveness of propaganda, and why cinema is so apt to exploit those criteria. (shrink)

In this article, I explore how efficacious film can be in countering propaganda in film. To set up the discussion, I first sketch out a simple theory of propaganda, under which propaganda can be ranked from completely rational to very irrational, on six different dimensions. These are the degrees to which the propaganda is: evidence-based; truthful; broadly logical; transparent; properly targeted; and transparent. I then review in detail the main propaganda film, Gasland. This film was a highly successful documentary that (...) attacked the production of natural gas by hydrofracturing, called in America “fracking.” Gasland succeeded in organizing domestic opposition to fracking, actually blocking it in the Delaware River Basin system. The film was also influential abroad, leading to fracking bans in France, Bulgaria, and elsewhere in Europe. Next, I review in detail two counter-propaganda films—that is, in this case, two pro-fracking documentaries: Truthland and FrackNation. Truthland is a short documentary that aims at rebutting many of Gasland’s major claims. It was funded by the fracking industry and had limited distribution but it succeeded in refuting much of the longer and better-funded anti-fracking film. A much more successful film in terms of both general distribution and efficacy of rebuttal was the much longer pro-fracking documentary FrackNation. It critiques all of Gasland’s major points, in vivid detail. Since it was crowdfunded, it couldn’t be dismissed on the grounds that it was biased because of being industry-backed. I conclude by explaining why the pro-fracking documentaries did not result in a major change in public opinion. (shrink)

In this essay, I look at some extraordinary actors who never got their due—actors who had distinguished careers, but never won an Academy Award for acting. I review the work of: Joseph Cotten; Orson Welles; Edward G. Robinson; Cary Grant; James Mason; Richard Burton; Claude Rains; Alan Ladd: Robert Mitchum; and Fred MacMurray. In each case, I explore the actor’s best work, what made his acting outstanding, and offer possible explanations why he was not so honored.

In this review essay, I review in detail Abram de Swann's fine new book, The Killing Compartments. The book is a theoretical analysis of the varieties and causes of genocides and other mass asymmetrical killing campaigns. I then suggest several criticisms of his analysis.

The Introduction to the collection of papers, _Reflexivity: A Source-book in Self-reference_. The Introduction studies the limits of our understanding that we carry unavoidably with us. We are perpetually confined within the horizons of our conceptual structure. When this structure grows or expands, the breadth of our comprehensions enlarges, but we are forever barred from the wished-for glimpse beyond its boundaries, no matter how hard we try, no matter how much credence we invest in the substance of our learning and (...) mist of speculation. (shrink)

Social machines are systems formed by technical and human elements interacting in a structured manner. The use of digital platforms as mediators allows large numbers of human participants to join such mechanisms, creating systems where interconnected digital and human components operate as a single machine capable of highly sophisticated behaviour. Under certain conditions, such systems can be described as autonomous and goal-driven agents. Many examples of modern Artificial Intelligence (AI) can be regarded as instances of this class of mechanisms. We (...) argue that this type of autonomous social machines has provided a new paradigm for the design of intelligent systems marking a new phase in the field of AI. The consequences of this observation range from methodological, philosophical to ethical. On the one side, it emphasises the role of Human-Computer Interaction in the design of intelligent systems, while on the other side it draws attention to both the risks for a human being and those for a society relying on mechanisms that are not necessarily controllable. The difficulty by companies in regulating the spread of misinformation, as well as those by authorities to protect task-workers managed by a software infrastructure, could be just some of the effects of this technological paradigm. (shrink)

The present study aimed to understand how status-oriented individual differences such as narcissistic antagonism, narcissistic extraversion, and moral grandstanding motivations may have longitudinally predicted both behavioral and social media responses during the early stages of the COVID-19 pandemic. Via YouGov, a nationally representative sample of U.S. adults was recruited in August of 2019 (N = 2,519; Mage = 47.5, SD = 17.8; 51.4% women) and resampled in May of 2020, (N = 1,533). Results indicated that baseline levels of narcissistic antagonism (...) were associated with lower levels of social distancing and lower compliance with public health recommended behaviors. Similarly, dominance oriented moral grandstanding motivations predicted greater conflict with others over COVID-19, greater engagement in status-oriented social media behaviors about COVID-19, and lower levels of social distancing. (shrink)

In this essay, I look at more or less sympathetic portrayals of egoists in film. I start by explaining some basic concepts: psychological egoism; ethical egoism; default egoism; rational egoism; egotism; cynicism; narcissism; and psychopathy. I then review in-depth two excellent WWII films, Stalag 17 and The Bridge on the River Kwai. I note that the key protagonist in both pictures is the same type of character—both played by the same fine actor, William Holden. The main protagonist in both is (...) a soldier in a POW camp, who appears completely egoistic; however, in both cases, the movie shows that he is just a man acting for self-preservation, but within moral limits. The character in both cases is certainly not an egotist, nor a narcissist, much less a psychopath. (shrink)

In this essay, I explore a documentary about the curious case of Charlie and his Orchestra. While swing music was outlawed in Nazi Germany as “degenerate,” the Nazi regime created a radio program called “Charlie and his Orchestra” for foreign consumption. The propaganda lay in the changes to the original lyrics of the songs played, making them convey the anti-Semitic and other themes of the Nazi ideology. The review discusses just how good the musicians were, and how popular the program (...) was. (shrink)

Jennifer Hawkins (2024) offers two cases that challenge traditional accounts of decision-making capacity, according to which respect for a medical decision turns on an individual’s cognitive capacities at the time the decision is made (Hawkins 2024; Appelbaum and Grisso 1988). In each of her described cases (involving anorexia nervosa and grief, respectively), a patient makes a decision that—although instrumentally rational at the time—does not reflect the patient’s longer-term values due to being in a particular psychological state. Importantly, this state does (...) not impair the patient’s cognition, but rather predisposes them to make a decision that conflicts with their own broader values, beliefs, or desires. (shrink)

This essay is my extended review of Eamonn Butler’s outstanding primer, Classical Liberalism. In his book, Butler notes that the phrase “classical liberal” encompasses a wide spectrum of views, from conservatism to libertarianism. Butler lays out 10 principles that characterize classical liberalism, sketches its history, and discusses the value classical liberals place on freedom and toleration. He also examines the classical liberal views of politics, government, and society, and some useful compendia for the reader.

We have begun work on two separate but related ontologies for the study of neurological diseases. The first, the Neurological Disease Ontology (ND), is intended to provide a set of controlled, logically connected classes to describe the range of neurological diseases and their associated signs and symptoms, assessments, diagnoses, and interventions that are encountered in the course of clinical practice. ND is built as an extension of the Ontology for General Medical Sciences — a high-level candidate OBO Foundry ontology that (...) provides a set of general classes that can be used to describe general aspects of medical science. ND is being built with classes utilizing both textual and axiomatized definitions that describe and formalize the relations between instances of other classes within the ontology itself as well as to external ontologies such as the Gene Ontology, Cell Ontology, Protein Ontology, and Chemical Entities of Biological Interest. In addition, references to similar or associated terms in external ontologies, vocabularies and terminologies are included when possible. Initial work on ND is focused on the areas of Alzheimer’s and other diseases associated with dementia, multiple sclerosis, and stroke and cerebrovascular disease. Extensions to additional groups of neurological diseases are planned. The second ontology, the Neuro-Psychological Testing Ontology (NPT), is intended to provide a set of classes for the annotation of neuropsychological testing data. The intention of this ontology is to allow for the integration of results from a variety of neuropsychological tests that assay similar measures of cognitive functioning. Neuro-psychological testing is an important component in developing the clinical picture used in the diagnosis of patients with a range of neurological diseases, such as Alzheimer’s disease and multiple sclerosis, and following stroke or traumatic brain injury. NPT is being developed as an extension to the Ontology for Biomedical Investigations. (shrink)

SummaryIn this paper, two different theoretical problems of induction are delineated. The first problem is addressed; the second problem is deferred to the sequel to this paper. The first problem of induction is taken to be the seemingly unformalizable nature of traditional inductive arguments. It is shown that the problem does not arise out of some particularly dubious argument form , but rather from the presupposition that inductive “logic” is, like deductive logic, assertoric. Rather , inductive logic is dialectical in (...) nature.RésuméDans cet article, deux problèmes théoriques de l'induction sont formulés. Le premier est traité, le second le sera dans une suite à cet article. Le premier problème de l'induction est ici la nature apparemment non formalisable des arguments inductifs traditionnels. L'auteur montre que le problème ne provient pas d'une forme d'argumentation particulièrement douteuse , mais au contraire de la présupposition que la «logique» inductive est, comme la logique déductive, assertorique. Il soutient au contraire qu'elle est par nature dialectique.ZusammenfassungIn der vorliegenden Arbeit werden zwei theoretische Probleme der Induktion formuliert, wovon das zweite in einem anderen Artikel behandelt werden soll. Das erste Problem betrifft die scheinbar nicht formalisierbare Natur der üblichen induktiven Argumente. Der Verfasser zeigt dass das Problem nicht von einer besonders zweifelhaften Argumentationsform herrührt , sondern von der Voraussetzung, dass die induktive «Logik» — wie die deduktive Logik — assertorisch sei. Es wird dagegen gezeigt, dass die induktive Logik dialektischer Natur ist. (shrink)

This essay is my review of Philip Booth’s ...and the Pursuit of Happiness: Wellbeing and the Role of Government. The book is an anthology of original articles by eminent researchers in modern happiness economics, such as: Booth himself; Paul Omerod; David Sacks, Betsey Stephenson, and Justin Wolfers; Christopher Snowden; J. R. Shackleton; Christian Bjornskov; Peter Boettke and Christopher Coyne; and Pedro Schwartz. I conclude by offering several criticisms of the work.

This is a review of the biopic of the great mathematician Ramanujan, 'The Man Who Knew Infinity'(2016).

From Soul to Self takes us on a fascinating journey through philosophy, theology, religious studies and physiological sciences. The contributors explore the relationship between a variety of ideas that have arisen in philosophy, religion and science, each idea seeking to explain why we think we are somehow unique and distinct.

In this essay, I look at two films as possible exemplars of the Nietzschean view of egoism. Compulsion is based on the infamous 1924 Leopold and Loeb murder case. In the movie, two arrogant young men—one of whom admires Nietzsche and preaches the (apparently Nietzschean) view that the strong and superior don’t need to follow conventional morality—kill a boy to prove they can outsmart the unter-menschen police. For a different take on what Nietzsche may have had in mind as “the (...) Overman,” I also look at the film The Moon and Sixpence. Here the protagonist isn’t violent or aggressive, but a completely self-absorbed artist, who paints with genius but uses others without feeling any gratitude or friendship, let alone love. (shrink)

In this essay, I use four war movies to explore conflicts of loyalty and how they are resolved, all to illustrate W.D. Ross’ multiple rule deontologism. The films are all fine WWII movies: The Enemy Below; Decision Before Dawn; John Rabe; and The Bridge on the River Kwai. In my analysis of each, I show how the protagonists face conflicts of their loyalty to themselves, their countrymen, their friends, and humanity in general, and resolve them in the face of changing (...) factual backgrounds. (shrink)

In this essay, I review a French-American gem of a movie, The Artist. This movie was an homage to the silent film era and is itself almost all silent. I discuss both the artistic and financial success of silent movies, and I praise this film for successfully interesting modern theater-goers despite its almost total lack of sound. The film won five Academy Awards, including Best Picture, Best Director, and—for its outstanding lead actor, Jean Dujardin—Best Actor. It is the only French-produced (...) movie to win Best Picture, and the only (almost entirely) silent movie to win Best Picture since the start of the Academy Awards in 1929. (shrink)

In this essay, I take up the question of why so many of the movies made by Hollywood are endless sequels, “prequels,” and remakes of prior blockbuster hits and so many are based on comic books (X-men, Superman, Batman, and so on). I tie the explanation in part to the aforementioned 1950 Supreme Court ruling prohibiting production companies, and in part to broader cultural changes. In particular, I argue that precisely because film producers can no longer make money from the (...) concessions (i.e., the purchases within the theater), but only of the ticket sales, the producers keep producing remakes of known popular movies, rather than make deeply original movies. (shrink)

In this essay, I review an extraordinary bio flick, Temple Grandin. Temple Grandin is a professor of animal science, and to achieve her distinguished career she had to deal with her autism. The film explores what it is to suffer this disease, but it also explores her extraordinary work involving making slaughterhouses more humane.

In this essay, I review the movie Good. Good tells the story of the moral corruption of its protagonist, a writer, who is seduced by blandishments and material rewards given to him by the Nazi regime. It is a nice illustration of corruption—the degradation of character wrought by the desire for wealth and fame—what Aristotle would call “pleonexia.”.

Formal semantic analyses often take words to be minimal building blocks for the purposes of compositionality. But various recent theories of morphology and syntax have converged on the view that there is no demarcation line corresponding to the word level. The same conclusion has emerged from the compositional semantics of superlatives. In the spirit of extending compositionality below the word level, this paper explores how a small set of particles (Japanese KA and MO, Chinese DOU, and Hungarian VALA/VAGY, MIND, and (...) IS) form quantifier words and serve as connectives, additive and scalar particles, question markers, and existential verbs. The main question is whether the meanings of these particles across the varied environments are highly regular, or they are lexicalized with a variety of different meanings that bear a family resemblance. This paper does not reach definitive conclusions, but it raises analytical possibilities using Boolean semantics and the semantics of alternatives. It also draws attention to systematic similarities and some differences between MO and DOU that have not been studied in the literature. (shrink)

Ethical naturalism is sometimes accused of problematic metaphysics or epistemology. Some argue that naturalists rely on concepts of ‘nature’ indefensible in the light of modern evolutionary biology. There is also an epistemological worry that has been raised recently that strong normative evaluation, such as meaning in human life, is empirically inaccessible or even in conflict with what we know in scientific contexts. While the critics have targeted Aristotelian and Neo-Aristotelian views, I will appeal to an argument from the Neo- Confucian (...) Zhu Xi as one potential way that we can respond to skeptics. If we can know that human beings are capable of moral goodness, and it is comprehensible for us to take moral goodness as a final or unifying goal of our lives, then we can respond to the skeptical objections which allege that we cannot sustain rich normative judgments about meaning in life in the face of scientific evidence. (shrink)

Progress in addiction science is hampered by disagreements and ambiguity around its core construct: addiction. Addiction Ontology (AddictO) offers a path to a solution of the kind that has addressed similar problems in other areas of science: a set of clearly and uniquely defined entities to which terms such as ‘addiction’, addictive disorder’ and ‘substance dependence ’can be applied for ease of reference while recognizing that it is the construct definitions and their unique IDs that are central, not the terms.