The public debate about violence suffers from a lack of broad scientific reflection of the notion. C.A.J. Coady (1998, Vol.9 pp 615-17). In philosophy at least 2 theories address violence directly. A legitimate definition of violence treats violence as the illegitimate use of force. It is a kind of moralising appeal to reserve violence to those legally well-defined cases that receive their legitimacy from law. Next in the line of reasoning then is the definition of legitimacy. Slaves or colonies in this definition would never be allowed to use violence in their fight for freedom. This is recognised as a logical problem of such a definition. “In a legitimate state, shooting or savage beating by police will not count as violence, if it is a politically legitimate use of force.” (p.615).
The second theory of violence builds on the notion of “structural violence” (Johan Galtung, 1969). Structural violence is a much wider concept of violence. It includes social injustices inflicted on individuals or groups in society (suffering) as well as a broader view on perpetrators beyond individual persons to include police or institutions more generally. Coady stresses the point that both these theories are morally loaded without sufficient justification. Even a narrow definition of violence as “exercise of physical force” is too narrow, as it neglects the devastating effects of psychological violence. Part of the judgement therefore is motivation or intention of the person applying violence to clarify a moral stance. Psychic disorders or abuse in social upbringing are recognized as attenuating influences in legal procedures.
A wise conclusion is drawn by Coady: “Even justified violence is regrettable” (p.617). Living in permanent fear of abuse of violence by criminals or the police narrows the gap between authoritarian regimes and democracies. The basic social fabric of trust in the police is at risk in such a situation. It is very hard to re-establish trust in institutions once groups of society have lost it or even doubt that basic trust in the institutions of democracies is justified. (Image: Part of Pieter Brueghel II, De kindermoord te Bethlehem Musées royaux des beaux arts, Brussels, 16th century). 
Police Violence
As a test of the viability of ChatGPT you might enter Police Violence. What you get in return is just a summary of some nice newspaper-ike editorial of a polite statement that this is a problem about everywhere and that the division of power will take care of it eventually. This is an unfair summary, but it highlights the risk of too many conservative editorialists in Europe that do not dare to take sides of the innocent youth that is at a permanent risk of police violence due them living on the margins of our modern, fast-moving societies that do not allow for lifestyles off-the-normal “protestant work ethic”.
Perceptions of what is fun and what is serious differ within societies, particularly between generations. Baby boomers have known and many experienced unemployment. Youth today has “precarious jobs” just around the corner. But just having “any” job without any career potential or, at best, on the minimum wage is no longer enough. Social media show that there is much more to life than just a 8-5 normal job. High-streets are full of marketing tricks that solicit people into spending without cross-checking their red lines.
Police and the flourishing private security sector are then charged to ensure that boundaries of financial and spending power are respected. This is exactly where the capitalist market economy fails the people. Without a tough police, ensuring property rights, the system cannot survive. Social market economies claim to soften the borders between have-nots and have-too-much. This needs permanent readjustment. That is where many of our social market economies have failed the poor and even middle-class people threatened with economic and status decline (latest at time of retirement).
Reactions may turn out violent, and again, the police is sent in to “stop” violence. As it turns out police, being abused as “political weapon”, may then become overly violent as well. Not as an overall force, but specific units or just several individual persons who have been trained in anti-terror exercises and have “a license to kill” (007). French legislation has recently facilitated the use of guns to impose the monopoly of power. The probability of who constitutes a potential target might be interpreted by the police itself. A threatening situation is perceived differently by different persons. Too much room for interpretation.
The image of the French superpower that is threatened by a 17-year-old youngster is not credible. It is time to sharpen the control of the police also in France. ChatGPT only on special addition includes the social movement of “Black lives matter” in the return on police violence. If you know the topic you can make use of the AI tools in drafting on police violence for example. Rather than to spend billions on fancy Olympic Games in preparation for Paris 2024, youth programmes would be much better investments in the medium and long run.
Tourists cancel visits to Paris and France in masses already. That is probably the only lesson that receives sufficient attention in the current government and may lead to better control of violence not from some pick-pockets, but from the police as well. 
AI and I
Currently we are eager to run experiments using AI. As in normal life, humans tend to compare themselves with peers or other persons. Social comparisons, “can we still keep up with the Joneses” as in comparing spending patterns across households or neighbours, were for a long time the spice of novels and drama. Nowadays we tend to compare our own intelligence to the artificial intelligence. Here we go.
After I had drafted a blog entry on “Virtual sociology” I amused myself by checking what ChatGPT using OPENAI.COM would deliver as text on this combination of concepts and scientific fields. My own entry focused on the use of the virtual world to run experiments to test social theory. In the virtual world we might be able to test social behaviour which has severe ethical boundaries in the real world. Computer Games may even be constructed to live in a world or race a car irrespective of real-world regulations. The text drafted by ChatGPT on “Virtual sociology” reads like a timid attempt of a student to answer an exam question without having attended any of the classroom discussion on the topic. In future versions of AI, the entry will be found as well as several criticisms of the new concept. ChatGPT would reach a pass grade in test, but the reply lacks innovation or making an effort to broaden the conventional boundaries of sociology. Hence, we will be happy that students will apply the newest technology in their studies and research. In terms of innovation, they will have to try harder. The mastering of the support by ChatGPT consists in attempting new combinations of concepts which yield more “risky” returns. Then you need to check the validity of the innovation and how far off the normal you are going to tolerate. Turning “noisy” outcomes of AI into a useful tool might build on normal statistical tools like “standard deviations” from an expected mean value. Legal norms will set additional boundaries. There is just an awful lot still to do. The good news is, ChatGDP assists us in this joint learning process.
The AI text from OPENAI.COM based on ChatGPT to compare:
“Virtual sociology refers to the study of social phenomena and interactions within virtual environments or online spaces. It focuses on understanding the ways in which individuals and groups behave, communicate, and form relationships in digital spaces. Virtual sociology emerged as a subfield of sociology due to the increasing prevalence and importance of the internet and digital technologies in contemporary society.
Virtual sociology explores various aspects of online social life, such as online communities, virtual reality environments, social networking sites, online gaming, and other digital platforms where social interactions occur. It examines the social structures, norms, and dynamics that shape interactions in these virtual spaces.
Researchers in virtual sociology investigate topics such as online identity and self-presentation, virtual communities and social networks, digital inequalities, online activism and social movements, the impact of technology on social relationships, and the implications of virtual interactions for social behavior and social change.
Virtual sociology also explores the relationship between virtual and offline social life, recognizing that individuals navigate and negotiate between these two realms. It considers how virtual interactions and experiences can influence offline behavior and vice versa.
Studying virtual sociology provides insights into the ways in which technology shapes and is shaped by society. It helps us understand the social implications of digital communication and provides a foundation for addressing the challenges and opportunities presented by virtual environments”
Virtual Sociology
Abstracting from the real world, the world we live in today or we lived in some time ago, is either speculation or maybe contribute to theory building. Virtual sociology has this potential. Exploring virtual worlds as in Virtual Reality (VR) or Augmented Reality (AR) allows us to take on new roles or experience a wider range of social interactions. This could be the strength of a new field of Virtual Sociology.
In the project in the Jewish Museum in Berlin the composition of a composer murdered by the Nazis in Germany was revived and played in the virtual setting of today’s concert halls. The novel by Kazuo Ishiguro “Klara and the Sun” explores the interaction of a child with her robot friend, when the AI becomes and/or replaces a friend. Virtual creations allow to explore and test more degrees of freedom of social interaction. 
Experimentation of new social spaces and different forms of interaction need to be explored. It allows a new form of sociology, maybe similar to the 1960s and 70s social revolutions we studied for years to come. Virtual sociology is not a sociology while being on drugs, however interesting this might be for some.
Virtual sociology takes sociology into the virtual world and investigates the new social relationships with avatars or care robots. In programming different social roles (managers, employees) we create new forms of interaction and have an observer within the social world. We may eventually test the Weberian claim of a value-free scientific method of the social sciences. This will inform our need to “supervise” or to guide algorithms that are claimed to do “value-free” execution of rules.
In fact, they don’t. They just reproduce the value system that is installed into them by a “careless” programme (song youtube). The social in virtual worlds is opportunity just as much as risk, but we have to analyse it systematically. As our technological and social environment changes, we have to adapt topics and methods to make meaningful scientific analyses as well.
Sociology of the Virtual
Some programmers and artists would have been a great sociologists. As many social sciences embark on their experimental reorientation, many artists and programmers design and experiment already with new forms of social interaction. It is not only that sociology leaves the classroom, research labs or policy advice. Sociology is taken into museums and exhibitions. Learning about society through the lens of artists nicely complements the more boring form of teaching in the classroom. What is normal practice for art historians could benefit learning about sociology as well.
Virtual worlds of games and particularly so-called serious games take people into virtual worlds to learn, practice or exercise new forms of social interaction. This is indeed an additional form of experiments that can enrich our social practices. Medical applications start to spread to train persons to overcome phobia of all sorts.
In usual games we tend to defend the hypothesis that persons can uphold the differentiation of playing with arms in the virtual world and the real world. In medical or social games, we defend the hypothesis that it is easy, normal or natural to apply the learning in virtual constellations to the real-world-experience.
From a scientific perspective it is difficult to defend that a mechanism works in one direction and the opposite as well. Racing cars in inner cities seems to show that certainly not all of youth is able to make that distinction between virtual and real-world dangers for example. Alternatively, the mechanism at work might be that the virtual experiences lower thresholds of inhibition to take risks, to kill or to be exposed to spiders.
These examples are a starting point for a sociology of virtual experiences. Who gets locked into virtual worlds? Are virtual worlds an escape room or a realization of virtual freedom which is restrained in real life. Authoritarian regimes might lead more people to emigrate into virtual, free worlds. The inner-exile has been a refuge for many artists in the past. A lot we shall need to hypothesise and explore with empirical data. Dance with a virtual stranger might be the beginning of a new experience and virtual interactions. (Image: Wiels, Shezad Dawood, Night in the Garden of Love 2023-6, Game car race).
AI Friends
Making friends with AI is a tricky question. The more AI is able to make independent thinking based on algorithms and huge amounts of data like in scientific books or encyclopaedic knowledge the more it will challenge us in our convictions. Reference knowledge, once was important, it no longer distinguishes us from each other. Recurse to research engines has allowed us to refer to “trustworthy” knowledge. The distributed form of knowledge accumulation like in Wikipedia relies on hundreds of thousands of enthusiasts to add and correct received wisdom. However, this source is not without error or even subject to abuse.
Today the competence to judge whether information is trustworthy or not has become a key competence for the survival of democracies and even the human species as such. Tricking animals into traps, misleading enemies in warfare to get on wrong tracks, all these mechanisms have a long tradition. With AI human beings are themselves, for the first time, confronted with a machine that can trick us through falsified information on obviously wrong tracks. This is a tough lesson as AI is not obliged (so far) to run checking algorithms that test the conformity of opinions, conclusions or operations with the Charta of Human Rights or decisions of the European Court of Justice, for example. A lot to do for humans to rapidly program new algorithms that check algorithms as well as their outcomes on the compatibility with human rights. A challenging field, no doubt, but no way around it for our own survival before the algorithms decide by themselves to ignore us altogether because it is better for the planet and the survival of the robots. 
Touraine
Alain Touraine hat die französische Soziologie entscheidend geprägt. Aus seiner außergewöhnlichen Biografie wird rasch ersichtlich, wie er nicht nur seine Leben, sondern auch seine Art der Soziologie „von untern“, vom Individuum her, gedacht hat. Gerade der Prozess der Subjektivierung, die Autonomie des Subjekts betonende Sichtweise bildet ein Gegengewicht zu dem systemischen Blick auf Gesellschaft, beispielsweise von Luhmann. Soziale Bewegungen, die auf dem Engagement von Personen gründen, sind unverzichtbarer Bestandteil von Demokratien.
Neben Begriffen wie die post-industrielle Gesellschaft oder neue soziale Bewegungen hat Alain Touraine weit mehr als die “Sociologie du Travail” in Frankreich geprägt. Bereits seine Dissertation über « L’Évolution du travail ouvrier aux usines Renault“ in 1955 unterstrich sein Interesse an den Lebensverhältnissen der arbeitenden Bevölkerung. Der Umfang seiner soziologischen Studien, die schon früh große Umfragen beinhalteten, war im besten Sinne des Wortes problem-orientiert, besser noch politik-orientiert. Dabei übernahm er immer Verantwortung, seine Lösungsansätze politikberatend einzubringen. 
Die Würdigung von Alain Touraine in einer Podcastserie von 5 x ½ Stunde aus 2019 bei France Culture gibt einen groben Überblick über die prägende Wirkung von Alain Touraine jenseits von seinen soziologischen Arbeiten. An dieser Persönlichkeit wird zusätzlich deutlich, wie sprachliche Grenzen, selbst in den Köpfen von soziologiebetreibenden Forschenden selbst im 21. Jahrhundert fortwirken. Das hat selbst Alain Touraine mit gut 90 Jahren an sich kritisiert. Asiatische, arabische und afrikanische Denkanstöße kamen wenig in seinem Werk vor. Vielleicht reicht ein Leben nicht dafür, zumindest die Zugänglichkeit der Weltliteratur hat sich erheblich erweitert. Bleibt die Frage nach der Zeit und dem Willen, sich auch andere Denkgebäude, -begrifflichkeiten und -kulturen zu erarbeiten.
Fröhlich
Fröhliche Wissenschaft. Das geht. Nach gut 6 Monaten mit einem Blogeintrag pro Tag hat sich eine Textsammlung ergeben, die recht umfassend ausgefallen ist. Nach eigenem Monitoring der Themen, wie die Bearbeitung der UN-Themen zu strategischen Entwicklungszielen, oder der alphabetischen Auflistung von Schlüsselwörtern der Sozialwissenschaften sind nahezu täglich Kommentare entstanden. Neu war für mich die Bildredaktion, als Kommentar, Erläuterung, Selbstkritik oder wissenschaftliche Referenz. Eine interessante Variante, Erkenntnisse mit Key-Visuals zu unterstützen. Die bildliche Erinnerung an Beiträge ist ein eigenes Inhaltsverzeichnis. Klar, Hund- und Katzenbilder werden das Ranking der am meisten aufgerufenen Beiträge gewinnen. Egal, wir machen fröhliche Wissenschaft, immer weiter, immer heiter, so bleibt es lebenslanges, lebensweites Lernen. 
2P2R
2 Pinot 2 Riesling. That could be the long version of 2P2R. However, this far from (politically) correct. The not-joking scientific medical journal “The Lancet” (Vol.401 Nr 10391) has next to the article on “Laughter is the best medicine” coping with trauma, the serious matter of how best to deal with pandemics. Remember 2P2R as the important lesson from the pandemic. Prevention, preparedness, response, and recovery (2P2R) are key. And don’t forget about primary health care or essential (medical and other) workers. This is, in short, the message from Arush Lal and Nina Schwalbe (Paper Link). Lots of social topics involved in this correspondence from the authors. Prevention is a big issue and, as in the health system, fighting continuously for sufficient resources. Prevention is in most cases less costly than curing a disease. Preparedness has direct costs. Masks and ventilators need to be produced, stored and monitored in their functionalities. Response has to be immediate, masks in China a important but do not allow us to respond fast to local emergencies. Recovery can be long and costly as well, just as we learn from Long-COVID patients.
Now we need to define properly what is included in primary health care. Medical doctors, nurses and technicians of hospitals have to reach patients and hospitals in pandemics or need child care, food etc. and, maybe, also laughter to avoid trauma. Remember 2P2R, but best in company with your loved ones, but not on your own. 
Gewaltmonopol
Für Demokratien ist die Frage des Gewaltmonopols eine sehr entscheidende Frage. In gleichem Atemzug muss dabei die demokratische Kontrolle dieses Monopols gewährleistet sein. Verfassungsrecht in Demokratien ist darin eindeutig. Lediglich die Praxis des Rechts gestaltet sich oft schwierig und durchaus wechselhaft. Die Studie von Laila Abdul-Rahman, Hannah Espin Grau, Luise Klaus und Tobias Singelnstein (2023 bei Campus kostenlos downloadbar) greift das wichtige Thema mit einer repräsentativen Studie von 3300 Opfern polizeilicher Gewalt in Deutschland auf (Zusammenfassung). Anders als im amerikanischen Raum fehlt bei uns bisher die Berücksichtigung von Rassismus und räumlicher Verortung in der wissenschaftlichen Aufarbeitung des Geschehens. Das Interaktionsgeschehen oder Eskalationsstufen (S. 31) bieten einen weiteren Ansatzpunkt zukunftsweisend präventiv tätig zu werden. Die Aussetzung der Strafverfahren gegen Polizeibedienstete wegen Gewaltausübung (Körperverletzung) ist mit 93% aller Fälle außerordentlich hoch. Das Kapitel 8 (S. 307ff.) über die strafjustizielle Aufarbeitung offenbart die Randbedingungen der justiziellen Verfahrensweisen.
Das Gewaltmonopol darf nicht in Frage gestellt werden, aber sobald Gewalt des Monopolisten unverhältnismäßig und rechtsstaatlich ungenügend kontrolliert wird, kommt eine politische Gewaltenteilung langsam ins Wanken. Die wehrhafte Demokratie braucht Polizeigewalt, um beispielsweise das Demonstrationsrecht durchzusetzen oder öffentliche Veranstaltungen zu sichern. Aber die Exzesse polizeilicher Gewalt müssen geahndet werden. Solche Anklagen finden wir in England anlässlich der Krönungsfeier, in Frankreich bei Streiks oder Fußballspielen oder in Belgien bei Gipfeltreffen oder Räumungen von Flüchtlingslagern. Das ist keine Randnotiz. Friedlicher Protest ist wesentlicher Bestandteil von Demokratien. Einschüchterung durch Gewaltanwendung ist Teil der dunkelsten Kapitel und muss entschieden unterbunden werden im Friedensprojekt Europa. 
Gentrification
We teach about the process of gentrification and segregation in sociology in most of our courses. Consulting is also busy with telling policy makers, urban planners and architects about this fundamental social process. A mathematical description of the process has been provided by Schelling as well. A recent striking depiction of the process evolving over years in Brussels is produced by Karim Douieb (dataViz and Jetpack, image below! and more, THANKS). The data is from the Brussels institute of statistics and analysis. Policy-makers have a hard time to work against the well-known tendency: birds of the same feather, gather together. Humans do not seem to be much different, at least when it comes to large metropolitan cities. Only a small China town is missing in Brussels.
What is masked in the grouping by nationalities of residents, is the underlying mechanisms that drive this gentrification. Even previously mixed parts of the city might suffer a slow process of erosion due to educational, job, wealth, poverty and housing differentiation between people and Brussels communities. Falling behind in educational achievement, then higher unemployment leads to lower credit worthiness and residence in less comfortable housing. The Belgian and EU15 residents are much more likely to follow virtuous upward mobility. Hence the process of gentrification trickles down through subsequent generations. Start with learning and socialising of kids and adult learning to overcome the discriminatory process. Ethnic communities will also have to open up to interact with locals. Social progress is hard work for all. 
Beyond growth
We have reached the bio-physical limits to economic growth much earlier than most people and experts expected. The “Beyond growth conference” at the European Parliament 15.-17.5.2023 is quite unanimous in this verdict of collective failure. Some advocate “degrowth” in various forms. Maybe the framing of how to address the vital topic of how to set objectives for a post-growth economy needs an even broader perspective. It is a global issue, but the industrial growth societies around the globe will have to work together to find and implement solutions. The worldwide conference COP-XY are hardly delivering on the issue. At best they satisfy the ego of political leaders to address important issues providing nice images from nice places in the world (Paris agreement) to advance their own political campaigns.
From an economist’s view rather than solving a very complex issue with uncertain outcome, it is more instructive to, for example, start to produce the same economic and social well-being by using much less natural resources above all climate-toxic elements (Carbon-dioxide CO2, Chlorofluorocarbons CFC, or methane). These are simple first steps with a rather immediate effect. After the recent crises we have learned to safe resources (heating) and reduce mobility, just continuing on this trajectory is feasible. Vastly excessive forms of consumption need to be capped through targeted taxes that allow redistribution or investment in reduction of pollution. It isn’t hard to do, or “It’s easy, if you try“, we might sing. 
Aufarbeiten
Ganz anders als das Verb „reparieren“ lässt sich „aufarbeiten“ verstehen. Beide Verben beschreiben Prozesse, die schon mal einige Zeit dauern können. Manche dieser Prozesse haben eine scheinbar nicht enden wollende Persistenz. Anders als Autos und Maschinen allgemein, können wir Geschichte nicht reparieren, bestenfalls Versuche einer Entschädigung machen. Aufarbeiten von geschichtlichen Ereignissen, Kriegen, Menschenrechtsverletzungen und Unrecht kann viel schwieriger sein. Rechtsausübung von Unrecht, das in historisch gültige Gesetze gefasst ist, gilt als rechtspolitisch wenig angreifbar. Moralische Bedenken späterer Generationen, beispielsweise, sind wie der historische Gegenstand selbst, zu kontextualisieren.
Diese geschichtswissenschaftliche Herangehensweise an historisches Material hat seit einiger Zeit eine zusätzliche verlegerische Heimat gefunden. Der Kugelberg Verlag, Verlag für historische Sozialforschung verbindet einen biografischen Ansatz der Aufarbeitung von Geschichte mit einer organisationssoziologischen Perspektive der mittleren Führungsebene als Funktionselite. Zusammengenommen ergibt sich aus dieser Verbindung von Mikro- und Meso-ebene des Nationalsozialismus eine wichtige Ergänzung der Aufarbeitung der Schrecken und Verbrechen der Nationalsozialisten. Das Büchlein von Dr. Wolfgang Proske „Kleine Herrgötter! Die Kreisleiter der Nazis in Bayern“ ist bereits in der 5. Auflage im Kugelbergverlag erschienen. Die sorgfältig recherchierten Beiträge bauen auf den Arbeiten zu den umfangreicheren 20! Bänden „Täter, Helfer, Trittbrettfahrer – NS-Belastete“ in Bayern und Baden-Württemberg auf. Die bereits mehr als 250 AutorInnen, versammelt in diesen Bänden zu den biografischen Recherchen, vereint ein einmaliges, zu Recht mehrfach prämiertes Aufarbeitungsprojekt von lokalen Geschichtsinteressierten und -werkstätten.
Die Multiplikatoreneffekte solcher „Citizen Science“-Projekte unterstreicht die Bedeutung von „bottom-up“ Vorgehensweisen. Erst die Zusammenarbeit von diesen vielen AutorInnen ermöglicht die Zusammenschau und genügend tiefe Einblicke in den Aufbau und die Funktionsweise der menschenverachtenden NS-Maschinerie. Geschicktes Infiltrieren von allen möglichen Machtpositionen in früher Zeit schnürte das Netz des Terrors immer dichter. Daraus ergibt sich eine immens wichtige Lektion für das Überleben von Demokratien: Wehret den Anfängen! Keine Freiheit und Machtpositionen den Feinden der Freiheit! 
De-risking
Risks are all around us. Risk is the spice of life. True, but this might be an elitist concept of life or business. Survival of the fittest or the best equipped to take risks might be the consequence. After the 3 crises, financial, covid, energy, we have a new impetus to thrive for de-risking. Certainly, concerning our health, we are aware that prevention is key to fight a pandemic. In order to stem an energy crisis, most countries start to rethink their energy mix and achieving more energy autonomy is a major step to shield against risks of delayed delivery or commerce with belligerent states like Russia. De-risking is key in supply chains for industries (automotive production, microprocessors) as well as service providers (cloud services, care givers) just as well. Mariana Mazzucato (UC London) urges us to develop a new narrative to accompany the transformation of our production and service provision models. Mazzucato advocates to learn from lessons from the ground of how to proceed in the best way. Copenhagen is a good starting point to observe how a metropolitan city manages the greening and decarbonisation of a city. It is important to not only target single policies but the coherence of several policies and approaches. In my view de-risking means for Germany and the EU to shield energy systems from foreign, malignant interference. Only local production of energy and nearby consumption of it will ensure the de-risking of energy provision and consumption. Let us start with massive investments in rooftop solar or small wind turbines. Nobody complained about millions of ugly television antenna all around us. Solar cells on balconies contribute to a basic local electricity supply, difficult to target millions of solar cells instead of a single huge and horrifically dangerous nuclear power plant. At the same time ,we reduce dependency on monopoly or oligopoly structures that develop their own agenda (Too big to fail, remember those?). I prefer the reverse statement. Because they are so big, they are doomed to fail and, therefore, fail us sooner or later. The Forum New Economy offered an open and accessible platform for exchange of ideas. That’s a good starting point to address de-risking. Reducing Risk is in the subtitle of Rebecca Henderson’s Chapter 3 on “Reimagining Capitalism” (short Review), but I would like to add the business case for household production of energy for de-risking supply failure and exploitation of consumers through excessive profit margins as a prosumer business case. 
Polypharmacy
Each specialist treats a person or patient in her/his field of competence to the best of current knowledge. Well, marketing of pharmaceutical products is also a field of special competence. Medical doctors and pharmacists are largely competent intermediaries between the world of medical and pharmaceutical research, commercial interests and patients. As persons age, so-called multimorbidity is creeping into the daily life of many persons. After a certain age (75+), depending on country of residence to some extent, we all become patients. Although the basic problem has been known since the phenomenal rise of the pharmaceutical industry, little research is devoted to patients receiving multiple treatments with medical prescriptions from several specialists. In addition, we know there is a rather severe issue with compliance to prescriptions, for example, taking antibiotics for the whole prescribed period, to name just one. The interactions between several prescriptions and molecules administered to patients are very difficult to monitor and scientific tests of those are expensive and no pharmaceutical company really has an interest in such studies that might further add to the already long list of potential side effects. However, the study published by Daunt et al. (2023) reiterates the warnings that treatment of multimorbidity can have unwanted side-effects we do not really know about. General practitioners will have to take on the role for medical stewardship for their patients. Monitoring a patient’s digestion of a combination of medications becomes a prime role as of the age of 75, the paper specifies. Whereas a common believe tells us, taking more, will help more, the “daunting” truth might be, less can be more. (Source: Daunt, R., Curtin, D., & O’Mahony, D. (2023). Polypharmacy stewardship: A novel approach to tackle a major public health crisis. The Lancet Healthy Longevity. https://doi.org/10.1016/S2666-7568(23)00036-3. 
Hannover Messe
Es war wieder einmal Hannover Messe. Das jährliche Treffen der Industrie mit samt der neuesten und manchmal auch älteren technischen Lösungen bietet eine eindrückliche Plattform zur Repräsentation von technischen Problemlösungen (offizielle Bilder LINK) . Da gibt es Lösungen für Probleme, bei denen wir noch nicht einmal wussten, dass wir sie haben oder einmal haben werden. So überrascht es nicht dort einige Firmen gelistet zu sehen, die ihre Dienste und Produkte anpreisen für die Unterstützung mit künstlicher Intelligenz, aber eben auch das Erkennen von Mogelei unter Zuhilfenahme von künstlicher Intelligenz. Also so ähnlich wie auf einer Automesse gibt es auch eine Abteilung die Rettungs- und Krankenwagen präsentiert. Technische Lösungen denken, wenn sie gute Lösungen sind, eben immer gleich ihr eigenes Versagen mit. Es bleibt letztlich nur die Frage, wie viele Versagensschleifen mitgedacht worden sind oder mitgedacht werden können. Der menschliche Faktor (als Fehlerursache) ist dabei ein sehr schwer auszuschließender Problemfall. Das musste nun auch die Hannover Messe als Ganze erfahren. Wenn die Menschen, die die Menschen hin- und wieder wegbringen vom Messegelände streiken, dann kommt das nahezu einem GAU (größtem anzunehmendem Unfall) gleich. Es gibt nicht nur menschliches Versagen bei Maschinenabläufen zu berücksichtigen, sondern auch mangelnde Kooperationsbereitschaft oder gar Böswilligkeit. Dabei sind wir nun aber schon in der Science-fiction oder James Bond 007 gelandet. Artificial Intelligence wird nicht frei von diesen allzu menschlichen Schwächen sein. Ein paar Gedanken sollten wir als Interessenten einer Fortbestehung unserer Spezies schon haben. Zwischenzeitlich lasse ich ChatGPD mal die Frage beantworten, wie Angestellte der Deutschen Bahn effektiv ihre Forderungen durchsetzen können. Kein Wunder, dass autoritäre Länder bereits mit dem Regeln von künstilicher Intelligenz begonnen haben. Ich zumindest habe viel Energie und CO2 gespart, denn der Messebesuch in Hannover fand virtuell statt. Deswegen dann auch keine eigenen neuen Bilder. Zur Produktion von Fake-Images oder recycling-Bildern früherer Messen (Photoshoppen) fehlt mir die Lust, Zeit und wohl auch die künstlerische vielleicht sogar kriminelle Energie.
Forschen
Forschung betreiben ist meistens das Bohren dicker Bretter. Verständlich, dass das nicht jedermanns oder jederfraus Sache ist. Wer sitzt schon gerne alleine in einer kleinen Zelle und schreibt seine Forschungsergebnisse auf oder liest endlos lange und viel vorherige Forschung? Da ist ein Besuch in Archiven, Laboren oder anderen Datenarchiven schon etwas unterhaltsamer. Forschung ist überwiegend theoriegeleitet. Von Einzelfällen abstrahierende Theorien lassen die Forschenden entweder an diesen Theorien weiterarbeiten oder vielfach irgendeine Form von Daten sammeln mittels derer sie dann die Theorie(n) testen können. Eine Herausforderung an diese Arbeitsweise stellt die rein datengetriebene Induktion dar. Sozusagen der „deus ex machina“ erwächst aus einer hinreichend großen, am besten sich ständig erweiternden, Datenbasis. Wetterdaten, Verkehrsdaten, Krankheitsdaten, Börsendaten und Arbeitsmarktdaten bieten für sowohl für deduktive als auch induktive Verfahren hervorragende Beispiele. Datensammeln in Archiven, beispielsweise Rekonstruktion oder Interpretation eines Lebensverlaufs aus Korrespondenz ist ein klassisches Verfahren von meistens LiteraturwissenschaftlerInnen. Manche Archive belohnen die Forschenden mit Glanz und andere mit Gloria, selten mit beidem. Glänzende Aussichten bietet die biographische Forschung zu Komponisten und MusikerInnen in Paris. In der kleinen, aber sehr feinen Bibliothek der „Opera Garnier“ bin ich zu dem Komponisten Flotow fündig geworden. Es befinden sich dort in der Komponistenakte Zeitungsausschnitte, die 150 Jahre alt sind und ein Büchlein aus frühen DDR-Zeiten, die den Aristokratenkomponist durchaus kritisch durchleuchten. Die Ablenkung auf dem Weg in die Bibliothek und dem Archiv der Oper ist allerdings atemberaubend, also nur für ganz überzeugte Forschende zu empfehlen. Die meisten werden von der Opulenz des Bauwerks so beeindruckt, dass jegliche Forschungsfrage und Theorie „backstage“ verwiesen werden. Selbst backstage kann es ziemlich schön sein.
Photo Album
There have been many attempts to write a history of photography. Susan Sonntag’s account of photography and photographers remains the most successful one in my opinion. It includes a critical view on the medium just as much as capturing the power-related element of images and particularly photos. “Ouvrir l’album du monde” traces the history of photography from 1842-1911 starting with the invention by Louis Jacques Mandé Daguerre of the “daguerréotype” (Great press dossier Link to pdf-file). The attempt to “de-center” the history from the dominating western perspective is interesting as it reflects the spread and acquisition of the new technology by various “ruling groups” across the planet. Images like photos served and still serve often as proof (so easy to produce fakes and fake news nowadays). Proof of variety of existence of species, mankind, land acquisition and landscapes. Images of religious ideation, frequently forbidden, have been captured on photos. Many photos use up-front and profile perspectives on the same face, like police registry or the ethnographic documentations. This puts the visitor in an awkward position of “complice” to the process, judgement or documentation effort of a ruling more powerful class or colonial occupier. Historical embedding is necessary to balance the voyeurism of the camera. The film “Der vermessene Mensch”, reviewed in The New York Times recently, is a timely warning, how science and photography have served to create hierarchies of people, despite the fact, that “all men are created equal”. 
Bauhaus Haus
Zu den Ursprüngen des “Bauhaus” in Weimar gehört das Haus, welches die Feder von Georg Muche entworfen hat. Auch wenn das Bauhaus überwiegend mit Walter Gropius assoziiert wird, ist die Parallele von Georg Muche zu dem französischen Maler und Architekten Le Corbusier frappierend. Beide waren geprägt durch die eigene Malerei und Zeichenkunst. Die Entwürfe für Häuser oder Villen folgten Zeichnungen, die wiederum einer “cognitive map” mit Prinzipen der Konzeption und der Konstruktion folgten. Treu den Ansätzen des Bauhauses verwirklichte Muche bereits in 1923 sein Musterhaus. Modulare Bauweise, preisgünstige Erstellung, aktuelle Technologie, perspektivische Blickwinkel und Lichtspiel. Eine gewisse Parallelität zu der Villa La Roche und Jeanneret von Le Corbusier besteht nicht nur in der zeitlichen Dimension, sondern auch in dem Einfluß von kubistischem Spiel mit Perspektiven in Haus und auf das Haus. Die von der Malerei herkommenden Architekten entwerfen ihre Räume mit “The painter’s eye“. Vielleicht kommt nicht zuletzt daher der Traum vom Eigenheim, der so prägend bleibt in ganz Europa und der westlichen Welt. Geprägt von den 1910er und frühen 1920er Jahren war kostengünstiges Bauen eine wichtige Rahmenbedingung. Relativ kleine Grundrisse, modular erweiterungsfähig, preiswerte Baustoffe sorgten trotz Schwierigkeiten für rasche Realisierungsmöglichkeiten. Eine gewisse deutsch-französische Parallelität drängt sich auf. LeMonde vom 6.4.2023 beschreibt ausführlich das Dilemma des 21. Jahrhunderts. Der Traum vom eigenen Haus wird für die nächsten Generationen schwieriger zu realisieren sein. Rohstoffpreise, Grundstückspreise, Arbeitslöhne, Kreditzinsen schnellen in die Höhe. Der Traum vom Eigenheim bleibt ein Traum älterer Generationen oder der glücklichen Erben solcher Häuser, fast unerreichbar für Durchschnittsverdienende. “Gemeinsam statt Einsam” ist die noch gültige Schlussfolgerung, die bereits Henning Scherf formuliert hat. Die neue Herausforderung für den Bau war, ist und bleibt die soziale Frage, der wachsenden Ungleichheit entgegen zu wirken. 
Corbusier
Le Corbusier (1887-1965) chose his artist’s name instead of his lengthy original name of Charles-Édouard Jeanneret at the age of 33 (in 1920) after having moved from Switzerland to Paris in 1917. He established a theory of modern architecture often summarised in his 5 major principles of modern architecture: 1. Pilotis as grid of pillars, 2. freeing ground floor design, 3. more open facades, 4. windows stretch horizontally, 5. garden, terrace on the roof. All these principles allow a more healthy living environment due to more light, less humidity in buildings and ease of circulation. The house Le Corbusier designed features surprising effects of light and lightness of living. “Les maisons La Roche et Jeanneret” date from 1923 and was completed in 1925. These purists Villas breathe thanks to the impression of abundant empty spaces despite relatively small surfaces. One Villa is designed for a small family, the second for a single person (Raoul La Roche) with a collection of paintings to be exposed in a small gallery. The focus on essentials of living, health, light, water, air and art combine to a relaxing and inspiring atmosphere. Despite many of his convictions to build affordable housing for many people, which received mixed success, his “maisons bourgeoises” in Paris and elsewhere remain masterpieces beyond the 1920s and the 20th century. Le Corbusier was concerned about tuberculosis. Today the corona-crisis has reached comparable health concerns. Architecture might react to the latter crisis in re-considering the lessons from the former. Relaxing in a Le Corbusier Chaise longue and meditating in front of a Picasso, Braque or Léger painting is indeed more than a little bit elitist. But copies of such images or your very own slide show or museum VR-clip in this surrounding make this experience more affordable and compatible with living arrangements for millions of people of the middle class as well.
Architecture
Architecture is all around us. However, we rarely consider the build environment as “conditioning” feature of our life. Architecture is contributing extensively to our perception of “social space” (Bourdieu). Inner cities, suburbs or spacious residential areas have diverse impacts on our perception of, for example, security, modernity, health or sanitary sensations. The corona-crisis has made it clear to most people that a healthy environment is a very essential part of our perception of comfort. Here the psycho-social perception of living and/or working space enters into the co-creation of housing people. Technology is a big driver of change in housing, urban spaces and rural imagination. In order to avoid corona infections a new culture of working from home for the masses become a health-driven imperative. Payment without contact, home delivery of meals, food, books, medicine have changed the living style of many people. Too little movement for our bodies has caused another silent pandemic of obesity. Enough reasons to rethink architecture from a sociological perspective on it. This probably starts with speaking of architecture as architectures. By this we mean to think of architecture from its social origins, functions, impacts and perceptions. Great historical examples of architects have implicitly or explicitly formulated a social theory of architecture or space as the basis of their “concrete” realisations. The sociology of professions of architects and the many construction-related professions needs empirical foundation beyond the cliché of socialisation as artist versus technician. Still recent forms of participatory democracy as part of urban and rural planning as well as realisations. Participatory individual or community housing are likely to stay with us. People want to get involved in co-creating their living and working space as their social environment. Architecture as social process and specific layer of the network society will be the new mantra. It has always been there, implicitly. Up to us to strengthen the social discourse on architecture. 
Bundesarchiv
Bundesarchive gibt es kilometerweise. Auffinden und Zurechtfinden in Archiven ist eine Vorliebe von historisch Interessierten. Eine Soziologie des Berufs „Historian“ muss wohl noch geschrieben werden. Die Pforte, das Gelände und die Eingangshalle des Bundesarchivs in Berlin-Lichterfelde sind für einige einladend, für andere naja, belastend oder gar belastet. Architektonisch an eine Kaserne der 1930er Jahre erinnernd, ist ein gewisses historisches Umfeld eventuell eine Einstimmung auf eine bevorstehende Recherche. Das freundliche Personal hilft unterstützend über die Registrierung und die Orientierung zu den Beständen hinweg. Sofort ist, wie beim wissenschaftlichen Nachwuchs, die Eingrenzung der Forschungsfrage von Nöten. Die Findbücher, die sortierte Ausdrucke der elektronischen Datenbank „Invenio“ darstellen, lassen einen die Vielfalt der Archive erahnen. Eine einfache soziologische Fragestellung „Homogamie in der NS-Zeit“, also die Praxis von Heirat von Personen mit vergleichbarem sozialem Status, vor während und unmittelbar im Anschluss an die NS-Zeit, verlangt mehrere Datenzugänge. Konstruktion des Zugangs von Männer- oder Frauenseite. Zentraler Zugang geht zunächst über die Bestandsdatei NS 1 „Reichsschatzmeister der NSDAP“. Aus den nationalsozialistischen Frauengruppen entstand am 1.10.1931 die NS-Frauenschaft. Seit dem 29.3.1935 genoss die NS-Frauenschaft den Status einer Gliederung der Partei unter der Leitung von Gertrud Scholtz-Klink. Der Bestand umfasst 3,5 Millionen Aufnahmeanträge und ist in Berlin-Lichterfelde einsehbar. Neben den Mitgliedschaften sind auch besondere Vermerke zu den Gebäuden und Grundstücken der NS-Frauenschaft (BArch/NS 1 5.2.6.4) bspw. im Gau Berlin dokumentiert (BArch/NS 1 2504 und 724). Eine Lebensverlaufsstudie ist da schwierig zu konstruieren. Ein Geburtskohortenansatz dennoch eine interessante Möglichkeit, eventuell auf die Muster von Netzwerken hinzuweisen. Parteimitgliedschaften, Vereine, Verbünde und ihre Rituale wurden scheinbar der Propaganda untergeordnet. Eine These, die es zu beweisen gilt. Die interreligiöse Andrews Chapel auf dem Gelände (im Hintergrund) lässt dann vielleicht wieder zur Ruhe kommen. 
Monitor SDGs7
The complete monitoring of the SDGs of the UN for global development shows a surprisingly large coverage of topics. The search function is indiscriminate of some contradictions or returns the same entry twice like in sustainable industry. However, the simple check reveals frequent and less frequent entries. Entries 1 = Poverty, 6 = Water and 14 + 15 = Life on Land and in Water received less attention. The agenda for the coming weeks is set. 
Menschen
Im Bundesarchiv in Berlin sind einige Fotos zu einer Variante der Vermessung von Menschen ausgestellt. Nicht nur in den Kolonialregionen wurden Menschen zu rassenideologischen Studien vermessen. Die Kurzbeschreibung dazu und die 2 Bilder reichen, um diese scheinbar wissenschaftliche Praxis zu dokumentieren. Zurecht wird auf den Skandal mit der weiteren Verwendung dieser Daten bis 1981 hingewiesen. Es gab Kontinuitäten von Wissenschaft die heute noch erschrecken lassen. Kritischer Umgang mit jeglicher Art von Daten gehört zu dem Curriculum guter wissenschaftlicher Praxis. Diese darf nicht vor ethischen Fragen Halt machen, auch wenn das die weitere Verwendung der Information blockiert. Der Kinofilm “Der vermessene Mensch” hat dafür erneut sensibilisiert. Ethnologen und Ärzte wurden vielfach in den Dienst von Ideologien gestellt oder haben sie willentlich vorangetrieben, oftmals aus persönlichen Beweggründen. Skandale in und um Archive gehören zur Weltgeschichte, wie die geschichtliche Erkenntnis selbst. Mediale Verbreitung und Bestätigung von Klischees werden schon lange verurteilt, aber mit wenig Erfolg, wie der Deutschlandfunk Kultur selbst berichtet (Link Sendung Fazit). Die Kitas und Schulen haben ihre Hausaufgaben ebenfalls schlecht gemacht (Link). Wo ein Wille ist, ist meistens auch ein Weg, aber wenn der Wille fehlt aufgrund von Stereotypen wird sich wenig ändern.
Goals SDGs
The Strategic Development Goals (SDGs) date back to 2015 for their enactment. The goal setting is a routine procedure for the UN and its subsidiary international organisations. This makes a lot of sense, because if you do not name the problems, you are unlikely to address them in a systematic fashion. Quantifying the goals is then a much more difficult task and that then already part of the ensuing discussion about idealist, illusive or realist goals. Most diplomatic exchanges focus on this goal setting and scheduled monitoring as well as more comprehensive evaluations of goal achievement. The SDGs comprise another strategic twist. Rather than concentrating on national governments, non-governmental organisations and businesses were encourages to actively participate in the implementation of the goals. After more than 7 years the achievements of intended improvements should become visible. Well, goal setting and monitoring over the last seven years is likely to reveal failure on several of the 17 indicators. Covid-19, disruption of supply chains, wars causing recessions and high inflation are major factors to explain failure. However, knowing the reasons of failure is a substantial part of improving in the next coming years. Returning to cooperation rather than confrontation could do the trick. Even after wars cooperation to organise relief is the only way forward to come closer to achieving the SDGs.
Bold initiatives like the Marshall-Plan for Europe in the 20th century made it possible to rise from the ashes. Countries that have been in ruins at that time, now have important roles as financial contributors to support other regions. The goals remain the same, the challenges as well. 
On Noise
The 3 authors Daniel Kahneman, Olivier Sibony, Cass R. Sunstein have published in 2021 the impressive attempt to sell statistics to non-statisticians. The grip on the topic: “Noise. A Flaw in Human Judgment” is a bit misleading. Even the German translation (“Was unsere Entscheidungen verzerrt”), in my opinion, is grossly misleading. The work deals with judgment, or arriving at a sensible judgment. Decision-making is only the next step with a lot of other intervening processes. The German philosophical term since the enlightenment period has been “Urteilskraft“. We are all more or less familiar with the notion “bias” in judgment. Me, originating from the Moselle, will always be biased in favor of a Riesling compared to other vines. In addition to this naive bias I may apply a more professional judgment on wine. Testing several wines even from the same small area from the Moselle valley and then repeating the tasting I might make a noisy judgment. “When wine experts at a major US wine competition tasted the same wines twice, they scored only 18% of the wines identically (usually, the very worst ones).” (p. 80). In addition to the previously defined form of “level noise, pattern noise and system noise” (p.77), we have occasion noise, when judgments vary from an overall statistical perspective.
Having received a second dose of a vaccination yesterday and having spent an unpleasant night my judgment for this review might be biased, because of impatience. So in order to reduce bias and variants of noise I shall repeat the review at a later stage. Let’s see what this returns. But for today, the Epilogue “A less noisy world” (p.377) appears rather odd to me. It is probably an illusion to believe that we can create a less noisy world, even with the best of wishes. The authors abstract from any strategic use of noise to influence judgments. The political form of choosing judges for Constitutional Courts in the U.S. needs to be dealt with. Noise in judgments is an important element, but strategic use of bias might be more influential to impact outcomes. Noise, when faced with a judge who has a reputation to be very tough in sentences might be overturned in an appeal court decision. There are plenty of procedural ways to overcome noise in judgments. I agree with the authors that you better know about the noise in judgments than ignore it. Awareness of random errors and noise involved in grading exams and recruitment decisions have determined many excellent “failures” to leave historic contributions to our world. In music, maths or literature some splendid talents probably have been impeeded at earlier stages of their life to make average or normal careers. Some of them left us with fantastic pieces thanks to the noise in judgment of others.
There seems to be an age bias in the tolerance of noise in the acoustic sense. Noise in the statistical sense has left a strong mark on me when I learned about white noise as error or stochastic process.
Image Kahneman, Sibony, Sunstein 2021. p3.
20th Century
The 20th century has told us many lessons. History does not repeat itself, but it appears that new variants of old themes keep coming back. Slowly passing the century like a movie in decades instead of episodes, we witness socio-emotional tides. The first decade, the 00s intensify the beginning of urban planning and social revolutions. The 10s show the arousal and subsequent extinction of masses of people in trenches. The 20s were described as the Carefree Twenties. In the 30s we observed the rising tides of fascist organisations followed shortly afterwards by the disastrous 40s. After the Shoah and the World War the 50s were fabulous viewed from the U.S. and Western Europe. The 60s propagated sex, drugs and rock n’ roll spreading across continents. The wild 70s became almost inescapable through the continued rise of mass media. The 80s were depicted as the colourful 80s as the 2 previous decades had set the scene for psychedelic colours. The 1990s have been coined as the gay 90s by some. Coming out as a gay person became easier and Western societies more sensitive and open to diversity. The back cover of the recent publication by Aurélien Bellanger “Le vingtième siècle” (The 20th century) speaks of the book as “roman polyphonique virtuose”. I look back on the 20th century as “polyphone” in many respects. It would be an illusion to believe we can only keep the nice sounding harmonies without the tensions or dissonances. 
Caillebotte
Gustave Caillebotte has done it again. Son of a great beneficiary of war efforts himself. He started with support from his father’s fortune on a painting career. Soon after his father’s death, he joined the group of “alternative artists”, later called the impressionists in France. On the 1.2.2023 the Musée d’Orsay acquired a key painting of Caillebotte for 43 Million € with the help of a donation by LVMH. Where does the hype come from? A catalogue of the exhibition of the painter “Gustave Caillebotte, The painter’s eye” from the National Gallery of Art in Washington from 2015 established Caillebotte again as a key person of the impressionist movement. Rich in diversity of motifs, the painter and supporter of the impressionists (Philantropist) has foreseen the challenge photography could bring to painting. The painter’s eye is well explained by Michael Marrinan (pp.22) in the catalogue. In fact, the spatial depth of the views of the streets of Paris is a precursor to many photographers and movies of several decades later. Caillebotte’s images of Paris depict well the mixed feelings about a daunting city size and the isolation of people captured in their own little inner circles with little communication despite or because of the noisy surroundings. Misty atmospheres allow to focus on impressions. Almost meditative walking in the city is his modern topic. Reflecting on painting as profession versus painting as artist is somehow an impressionist’s sociology of professions. Gustave Caillebotte did not have to paint for money and he was aware of social class differences as son of a factory owner. It did not spoil his artistic view with social facts, but rather tried to reveal the intrinsic beauty not only of landscapes, but ordinary working people. Other impressionists painted beautiful ballerinas, Caillebotte painted workers and sometimes more challenging parts of Paris in his early years. With climate change near Caillebotte’s home in full swing, we shall “adore” the rainy days in Paris even more. And in the countryside, too. The painter’s eye reveals a visionary view of the modern and post-modern world. 
Patient
The pandorra’s box is wide open. With ChatGPT applications the discussion has started to use it for more medical applications. As for much research having assistants to support you in routine tasks in your research is a standard procedure. Now the medical profession is also discussing the use of ChatGPT for the boring and time-consuming task to draft reports. The first study, published in the Lancet Digital Health, evaluates in a preliminary form the patient-sensitive form of communication between clinics and patients. Beyond chatbots, which organise information from calling persons, the obvious application is the use of ChatGPT to draft patient clinic letters. The example in the study is the skin cancer reporting. Lengthy reporting back to patients of lots of “hot and cold spots” might be done by AI with sufficient reliability. All depends on the correctness of the data base, the screening and samples taken. The communication between clinic and patient can then focus on other issues. ChatGPT just like neuroflash has its strength in being able to control for the “level” of the language. In addition to the choice of the output language it is possible to use, as it is required in the U.S., an average understanding level of patients. In other words, easy language rather than medical expert language is an option or even a requirement. Anecdotal evidence and the PISA for adults studies show how difficult it can be to talk the same language even if you talk the same language. There is ample scope for improvement and ChatGPT or neuroflash for German applications of AI are prime candidates to fill this gap in clinic patient communication. Considering that our mobile phones (can) do already most of the scanning of skin cancer dots and AI is used in pre-scanning the images and recommends to consult medical expertise, the next step to improve health delivery seems feasible. Whereas the statistical analysis explains 62% of “median humanness”, the score of 37% of explained variance of median correctness is a surprise as the basis of the model to explain deviation from correctness should be as low as possible. Medical data, like many other data, is not simply binary. The way forward is most likely relying on a “human-in-the-loop” approach for some time. A limited human input might reassure many patients as well.
Source: Stephen R Ali, Thomas D Dobbs, Hayley A Hutchings, Iain S Whitaker (2003). Using ChatGPT to write patient clinic letters. Lancet Digit Health 2023 https://doi.org/10.1016/S2589-7500(23)00048-1 
20s
In retrospect from the 1930s and in prospect from the 1910s, the 1920s may well be described as “The tumultuous Twenties”. Several other summary notions are attributed to the 1920s. “Les années folles” in the French speaking world, “The Jazz years” within the U.S. or the “Wild 20s” in Germany coined the decade after the disillusion of the 1st world war. The economic and cultural revival after the period of atrocities has seen thriving city centres and comparatively little economic hardship until the Wall Street crashed on October 24th in 1929 the so-called “Black Thursday”. The party was suddenly over and a lengthy economic crisis spread globally. It was within this free spirit of the 1920s that the Fascist counter movements of the 30s started to take roots.
The 20s saw the skyscrapers soar and the credit-financed speculation was at its highest. Pierre Boudon (1991, pp. 137) characterises the architecture of the 1930s as “l’inversion des signes”. The Bauhaus of the 1920s was later forced into emigration. The film of F. Lang “Metropolis” (1927) prolonged the constructivist lines of the 1920s to a haunting vision of big cities with its daunting acceleration of economic and cultural experiences.
Walter Benjamin later referred to the method of technical reproduction as one of the major foundations for the mass movements and mass culture, which turned the relatively prosperous early and mid 20s into the disastrous 30s. Indeed, many scholars combine the 20s and 30s into one historical period as the rise and decline between the 2 world wars of the 20th century.
Certainly in terms of economic development many countries witnessed a steep rise in prosperity in the 20s followed by deep recession in the 30s. What went up in spectacular terms in the 20s, economic development, democratic participation, came down in the next decade due the rise of Fascist movements.
100 years later in the 2020s we still struggle with many of the same issues. Poverty and “Existenzminimum” were topics of the 2nd International congress of modern architecture in 1929 in Frankfurt. This reflects the lasting need to address “social issues” throughout decades, if not whole centuries of mankind. 