Category: technology

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Digital Environment

We get accustomed to our digital environment through the routine use of applications without even thinking about it. Over years of just using only one browser or office package, we forgot to make conscious choices in companies and our private computers. However, digital sovereignty asks us to take back our control of these computer systems before they take control of us. The AI-boom will make a lot of things easier for us, without knowing much about the technology behind them. Just talking to your smartphone you will be able to achieve many tasks or searches without many of the other steps that were necessary before. The knowledge to command a typewriter or keyboard will be more and more obsolete unless you really need to change something profound on your computer, like the operating system or an expensive office program. Keep exercising yourself with alternative and new software and you’ll stay the master of your digital environment. 

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Installation Guide Linux

Use the info available in various help forums, maybe videos.
Optional: Check size of your hard disc for backup.
Why not renew your backup on an external drive or USB-stick now?
Test your system loading interruption key combination.
Upon RESTART on most systems you use press Power-up key, follwed by either ESC or DEL or F1, F2, F10, F11 key, while power-up runs to load your BIOS.
Have an empty! USB sticks (4 GB+) ready.
Download the for example the latest Linux Mint 22.2 on it (and flash it using etcher on USB from hard drive, if downloaded to hard disk).
Power-up computer with loading system from USB-key not hard drive. (Select option!)
Remember it has English keyboard as default when you connect your WLAN.
Basics are ready!
Keep starting from USB or after some further tests of components install Linux to the hard disk and say goodbye to a slow and costly Windows and Office packages.
Donate to whoever supported you. Perhaps your local repair shop.
Spread the word and help others.

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VLOPs flopped

Well, not quite. This is wishful thinking. Let’s start slowly. Very Large Online Platforms (VLOPs), the platforms we all use on our smartphones, are subject to the European Digital Services Act (DSA). As of the year of its adoption in 2022 by the European Parliament, the European Union has a mandate to act, for example, against fraudulent websites that attempt to steel money from customers with fake content on VLOPs and, of course, on smaller platforms as well. To put it bluntly, the European Union has to defend its population from mainly American VLOPs massively exploited by Russian criminals to impinge on our European digital sovereignty. These external threats have to be taken very seriously as they touch upon the satisfaction and dissatisfaction with the European democratic political system and trust-based societies. The level of trust in Europe, particularly with respect to “Personal data used for legitimate purposes” is high in the Nordic countries and Ireland, but much lower in the UK, most Eastern, Central and Southern European countries. (Data retrieval from OECD on 2025-12-1, compare figure below, figure build Link).
VLOPs might be important drivers of eroding trust not only in data security, but also how democratic institutions are able to protect its citizens, youth and children. About time to act accordingly.

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Socio-technological obsolescence

The standard literature or AI-sytems will give you a definition of on technological obsolescence, which specifies that obsolescence does not mean that a device is broken, but that it is outdated. In computers this might be due to hardware no longer supporting newer, more resource demanding software, or newer software insisting on the use of other hardware. The seemingly rapid innovation cycles in smartphones, cars or robots might justify such technological obsolescence, but the real advances like shifts from 3G to 4G to the newer 5G mobile frequency standards have taken place rather slowly due to provider coverage of sufficiently large, particularly rural areas.
Therefore, the technological obsolescence has to be enlarged as a concept to socio-technological obsolescence as the societal, legal and economic boundaries of technological innovations have to be taken into account as well. Provisions for health concerns or CO2 saving circularity, i.e. reuse of resources have to be taken into account as part of a precautionary principle.
Computer screens have asked us to move from square designs to wide screens (watch videos) to smartphones’ standards of long formats. My 20 years old square screen has been doing a reasonable job throughout these periods, though not for serious games.
The socio-technological obsolescence relies on a “socio-technical prestige score” of products, like for luxury brands in other industries, where fashions drive obsolescence more than technology.
(Image: Robotic arm made by Kuka writes on paper sheet at Frankfurt book fair 2017)

 

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Shift to Linux

We have become rather lazy and sometimes even ignorant when it comes to what kind of operating system we use on our computers. The phasing out of security support for Windows 10 based computers creates worldwide a huge pile of computers that cannot update to 11 due to limited hardware 4Gb of active memory only. However, for many simple tasks these computers work perfectly fine. Browsing through the internet or just drafting texts or spreadsheets doesn’t ask for larger sizes of memory. Most AI applications run on the web and not locally on your computer. No need to throw away these devices and spend, spend, spend on the latest technology. It takes a bit of time and effort to read through the guides for such a shift. Maybe you need to come back several times between documentation and a bit of trial and error, but the learning of digital skills is always a rewarding experience as well. My fanless computer will serve me for many more years as a quiet companion in drafting blog entries and research. Additionally, it is a step towards digital sovereignty so many people talk about these days. (Image: Computer Screen with Linux cinnamon 2.2 and Libre Office in background).

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Deep Fake Threat

Our Western democracies are aware that “deep fake videos”, radio, online-newspapers and most of all social media platforms are all around us already. However, more scientific voices alert us that this threat to our easy or comfortable way of life to consume information eventually threatens the survival of our democracies. Previously, interference in elections used to focus on rigged election procedures, but in the 21st century powerful other alternatives can do the dirty job to bias elections against the original intentions of the electorate. The widespread use of AI will exacerbate the already practiced ways to produce deep fakes. In a preparatory self-test of an AI-assisted chatbot I was surprised myself of the quality of the output. A person not very familiar with my original voice in a second language would assume that it is me who is being interviewed in person. Based on a fake news text, any form will be automatically translated into voice only and/or video based on basic visuals.
Statisticians used to joke some decades ago: “Don’t believe in any statistics, unless you faked it yourself.” This is meant to encourage people to be aware of dangers of the use of statistics to influence opinions or official decision-making, like in policy making of central banks, which might be based on biased accounting for shrinkflation, cheatflation or greedflation to name just a few,
Hence, the need to strengthen awareness, analytical skills and critical thinking should be high on the agenda to defend our democracies. There are not only external military threats, but additional ones masked as internal threats.
(Image:: mice as humans in living room 2 couch potatos 1 on rocking chair, tea time)

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MD-11 crash

Some analysts have followed the acquisition of McDonnell Douglas by Boing as a merger of 2 big aircraft constructors in 1997. The merger meant that the construction of 200 MD-11 trijet aircrafts was discontinued a few years later in 2001. They have still been flying around as cargo airplanes and 50+ were still in use in 2025 by UPS and FedEx combined. The recommendation by Boeing is to stop using the planes and run more extensive technical checks before reuse. The aviation authority will have to comment on the safety as well, since the death of 14 persons on board remains a high toll for potential negligence of timely revisions or too few regular controls. Failure times of components necessitate check-ups, even if they are deemed expensive. Boeing has a difficult reputation in this field due to its lack of timely reaction in the two 737-Max cases. The precautionary principle probably could have saved lives also in this case. However, before jumping to conclusions we need to follow the analyses of this crash of the MD-11 more closely.
(Image: Corpo Coletivo by Lygia Clark 1970 performed in Berlin Neue Nationalgalerie 2025).

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Robotics Hype 2026

Towards the end of 2025, it is common practice to look back on the last 12 months to summarize a year and to contribute to the “collective memory” of the year. From a “society and technology” perspective we shall not be surprised if such summaries will be full of images and praise of AI and robotics. However, large parts of the innovations that shall be declared to have marked 2025 were already around 10 years ago. It is just the timing for the new momentum and the creation of a hype around these technologies that is really remarkable (compare WSJ 2025-11-24 p 1-2 by Konrad Putzier).
It is true, playing around with robotics was reserved to universities, research institutes and some big players in industry. The public and financial markets showed little interest in these “nerdy” fields of applications. Although we were hardly able to compete with our chess computers, Watson solving math problems for us including the steps for us to follow. Video, image and textual support was provided by specialized applications already at high levels and in multilingual versions. In 2025 these techniques have enhanced with machine learning and neural network programming reaching higher speed and being able to use ever larger data sets as input.
But there are areas where the hype is coming to an end. How about all the artificial reality (AR), virtual reality (VR) applications? Many have seized to exist. Have you visited or invested in “Second Life” platforms? Opened a shop in the VR-world? Bitcoins have lost 7% of their value between 1.1.2025 and 24.11.2025 and they suffer still from high volatility rather than an uninterrupted rise.
War has fuelled the rise of shares in 2025 and “dual-use” technology benefits as well. AI has been driven by, and drives both trends.
In sum, it is much less the technological innovations in 2025 that are astonishing, but the political economy of how to orchestrate a sensational hype around the technologies.
(Image Hannover Industry Fair 2016-3-14).

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Sovereign data spaces

Data is the new gold, petrol or diamonds. In order to bring this message home to all people in the EU, the European summit on digital sovereignty had a small exhibition of projects that address these issues. City data spaces is such an initiative which has been running for quite some time now. In fact, from a city planner and data scientist perspective cities collect already huge amounts of data and can offer them to service providers, businesses and each and every one of us to organize our energy consumption, improve mobility patterns or any form of data or video streaming services. The amount of data captured and to be stored is growing rapidly. Just think of the Internet of things (IoT), maybe that’s only your wifi-connected coffee machine, oven or heating. Now add AI to this which allows the system to learn about your daily patterns to start the device in time for you to focus on other tasks. As we would like these data to stay confidential, the need for European digital sovereignty becomes sufficiently clear. It will take a huge effort to provide an adequate digital infrastructure for this “brave new world” and many people to work towards this objective. Train the trainers already, cause otherwise this is going to take ages before we can harvest the benefits in safe and sovereign manner.  

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Failure time

In mechanical as well as medical components it is interesting to know about the usually hidden failure time of a product. The failure time simply means probability the component will seize to function properly or altogether. Usually, this probability of failure increases with the duration and the intensity of use. We might know this from cars or heating systems, but airplanes and heart valves obey the aame basic statistical models. Programmed failure time is a nuisance, which works against all efforts of sustainability, Over-engineered products would work much longer than the actual use case. Locomotives with steam engines that still function well even today might serve as an example of the latter case. The issue becomes a bit more complex if we consider not only the product but each single component. Maximizing profits often leads to taking risks with failure times or failure rates over a fixed time (a more general term than the guaranteed lifetime of a product). This sounds rather abstract thinking, but in modern military equipment the consideration of failure time, self-destruction or destruction by enemy play an important role again. Failure time of military equipment has moved to the forefront of issues of equipment and is part of strategic planning, like it or not.  

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EU Digital Sovereignty

If we try to search for digital solutions, we shall encounter a whole lot of American and Chinese products, but very few European companies that are able or willing to compete. Hardware mainly comes from China, software from the US, at least until AI was not working in the background. If we add Russian interference to destabilize our digital infrastructure to the scenario, we are not really fit for the challenges of the 21st century. The very definition of a country or political union is the affirmation and competence to assure its sovereignty, particularly in cases of territorial conflicts with neighboring countries. My health or mobility data are a rather private affair, however, our state governments in EU-Europe have done little to ensure our data integrity. Business is also at a loss, if they do not spend heavily on data security themselves, usually relying on external cooperation. 

The EU digital sovereignty summit took place in Berlin on the EUREF campus in 2025. It can only constitute a beginning for intensified cooperation in  this long overlooked policy area. It will be tough to catch up where production has been abandoned for decades.  

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Memory design

The progress in the field of genetic editing and design is astonishing. The research group of Johannes Graeff tested the “behavioral consequences of epigenetically editing the Arc promoter within engram cells”. Plasticity is a key feature of memory formation and the experimental evidence shows that this plasticity can also be interrupted. Moreover, the scientists were able to demonstrate a reversibility of retention or un unlearning of manifestations in memory of mice. The bidirectional reversibility of memory expression has potentially therapeutic value for traumatized humans eventually. However, if memory becomes part of a design feature of human species, the risks involved are just as important as the potentials. In totalitarian political systems techniques of “memory design” might be able to adapt such influences on memory, which used to be called brainwashing. Ethics commissions could get ready already to define safeguarding of human memory.  (Image: The fountain of Bacchus, Museum of Paris, 18th century wine merchant entry)

 

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Typewriter history

The history of the typewriter and typewriter is comparatively short compared to the history of literature or other technologies as partners in the creative process. With the advent of AI (here as part of infografix, see image below) the skills of using and mastering a typewriter have become almost obsolete. The original design by Remington (timeline below) has dominated for almost 100 years the technology of typewriters. Then came the electronic IBM technique with an automated correction type, which was not only faster, but also more forgiving of “typos”, short for typing errors.
The craft of handwriting had suffered a tough blow, despite its almost intimate touch to it. Knowing the typewriter outline by heart allowed typing with closed eyes or a focus on another text or image as well as a parallel thought process. Scientists and writers (Claude Levi-Strauss) reported on their creative process as intrinsically being linked to their typewriter.
QWERTY outlines for English language typewriters still dominate the keyboard typing today. With the AI interaction on the rise, we might move away from typing as a “Kulturtechnik” a technology of our cultural era and focus more on human-machine interactions via our voice and microphones. The underlying question, however, remains the same: What is the best technology to enhance our thought process? This, in fact, tends to be a very personal human choice, where technology plays only a subsidiary role.

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From AI to xAI

As humans, we like the feeling to be in control of things. This applies even to immaterial things like religious beliefs. Generative AI has created problems with its hidden structures and lack of transparency of their applications of algorithms (and combinations of algorithms) to basic data bases of knowledge and information. The use of xAI, which stands for explainable artificial intelligence, can address some of the concerns about the lack of transparency and explanation of responses from AI systems. Many users want to know in advance about the consequences of the use of specific words or notions in an instruction to AI. The interpretation of each single word by xAI can inform about the precision of interpretation (cheap versus cheapest, for example) or highlight the sensitivity to gender-neutral language or not in its guidelines. Additionally, ex post the xAI could indicate alternative notions in a prompt and, briefly, how this would affect results.
Yes, there is a trade-off between brevity of answer and room for explanations. As in psychology, there some value in a “thinking aloud” procedure for respondents in order to better understand (implicit) the reasoning behind a reply. xAI takes us a step further in this direction of asking AI to think aloud or more explicitly in a human compatible way of logic and broader reasoning.
Put AI on the psychotherapist’s bench and xAI will be to the advantage of many more humans again. Humans just don’t like black box systems that lack the necessary as well as sufficient transparency. (Image on the right: Patrick Jouin, chaise solide C2, MAD digital humanism).

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Dynamic Equilibrium

The notion of a dynamic equilibrium is applied in several scientific disciplines. The search of the world wide web takes us first to the application in chemistry. The dynamic equilibrium denotes the state when reactants and products are continuously converted. Fascinating as a process, there are videos where you can watch the process evolve. Applications in economic or social theory are also common even if the time scales to observe such processes of dynamic equilibrium usually take longer to evolve than in chemistry of bubbles. In physics we ponder about dynamic equilibria in Newton’s view of gravitational forces between planets and the celestial system. With a more down to earth approach we might just admire the dynamic equilibrium of an artist on a rope, before we dive into the complex challenges of the new balance of power in international politics of the multipolar world. 

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Telework Challenge

There is a seminal trend that many employees prefer to have a choice to work on the premises of the employer or remote from home. This flexibility has become a major element of collective bargaining on work and time in larger companies in order to clarify rights and obligations.
In France it is about 1 in 5 of employees who do telework one day per month (1 in 6 in Nouvelle Aquitaine). The higher up in the hierarchy a person is, the more likely s/he is to do telework. Higher levels of educational attainment and seniority in a company also improve the access to and use of telework. There are still many employees who would like to do telework in their jobs, which technically could be done remotely, but who cannot do it (1 in 3). Most of those are denied the possibility by their employers.
Data from a survey in Germany from 2014 showed that before Covid-19 men were worked more often remotely than did women (Lott & Abendroth, 2019). The latest figures from France 2024 show that women have overtaken men as remote workers (Askenazy et al. 2025). As working from home has become more a part of the “standard employment relationship” today, the fears of loosing out on career opportunities due working from home seems to play less of a role nowadays, probably for both gender. Compared to 2014 the costs of equipment and availability and ease of installation of fast internet have become more affordable and might push the spread of telework even further.
The data from France show a strong positive correlation of remote work and commuting distance to work. Hence, long commuting distances “drive” more people into telework, which makes a lot of ecological sense, too.

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Cut it short

The “Revue des sciences humaines” (Demanze and Gleizes, Nr. 355, 2024 pp. 7-16) provides an interesting reflection on the widespread practice to find (new) ways to cut long stories or insights short. Short by itself, this introduction to a longer special issue on the topic “Faire court” stresses 4 elements of the contemporary impetus to cut it short:
(1) The creative process may be subject to condensation of content, similar to the process of a “reduction” in the culinary vocabulary. The speed of creativity, inspiration, freedom of expression are exemplified by the twitterization of and aphorisms in literature. Roland Barthes, in his analysis of the “haiku”, raises awareness to the different associations of the short text forms in different societies.
(2) The observed shortening of time spans of attention and the competition and economy of attention have raised the stakes for longer formats and explain to a large extent the success of shorts in the digital age.
(3) The short format works to increase the intensity of the literary experience.
(4) In deconstructing the associations of long formats as “monumental” versus short formats as ephemeral, the “cut it short“ tendency serves to “demonumentalize” the big shots of literature, science and the humanities. Well, about time to cut it short, “hic et nunc”, here and now!

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Home Wind energy noninvasive

The abundance of wind energy in some regions has made the use of this source of energy more popular. During long winter nights the harvest of wind energy is a wonderful source of free energy. Regulations and oversize wind turbines have tarnished the image of wind energy in some regions. However, even in France and not only in this small village of Asterix and Obelix who resist the Roman empire, that we can find tiny wind turbines providing small amounts of energy. For all those households that have a battery they can use this power whenever they may need it. Suddenly, we are looking forward to the stormy autumn season.  

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Polypharmacy issues

As we age, we become more likely to confront polypharmacy issues. Polypharmacy is defined as taking 5 or more medications per day. The study reported in The Lancet healthy longevity by Payne et al. 2025 had participants with a median of 4 health conditions and a median of 8 prescriptions. Even a comprehensive set up which involved several experts from medical doctors and pharmacists did not manage to achieve a significant improvement in polypharmacy outcomes in this experimental study with otherwise carefully matched intervention and control group. However, the mental health (measured in patients as “health-care-related quality of life”) slightly increased and the “treatment burden” experienced by patients was slightly reduced.
In combination with a previous study the probability of errors in nurses, who are the prime persons responsible for the administration of medications in institutionalized settings, the reduction of potentials for errors like they are to be found in polypharmacy should continue to be a prime target of this research in future. Together with the knowledge about the prevalence of functional illiteracy at older ages, polypharmacy remains a critical issue on the public health agenda beyond the experimental settings in this study.

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All electric again

The “all electric society” has been identified by Dan Wang and Arthur Kroeber (2025 p.48) as one of the underlying driving forces of “The real China Model”. Despite the heavy reliance and pollution caused by China’s use of coal, the large share of electricity  (30%) of energy use is unmatched by the rest of the world except Japan. Investment in electricity grids and innovative ways of mobility around electricity will allow China to buzz rather than steam ahead. Solar cells, batteries for electricity storage and innovative ways of distribution of electricity through AI enhanced “learning” devices will widen the gap between China and other countries that suffer from inefficient path dependency.
Taking the advent of the “All electric society” seriously will free resources through the focus on future-proof technologies. We should not be afraid of the sparks of a short-circuited “All electric society”, the environmental challenges ahead for all of us, particularly China, ask to shift to high voltage solutions urgently. 

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AI as individualizer

In a one pager in the journal “Rolling Stone” (2025, p. 9) Bruno Patino writes about the legendary David Bowie who was the first rock musician to launch a new song on the internet before it became available as CD (Telling Lies, 1996). As a pioneer in co-creation, Bowie anticipated somehow the trend and wish of people to personalize preferred songs even further and distribute such versions among friends. In this process, AI has become a powerful tool to push individualization even further and the digital social media allow even broader audiences beyond a more narrow circle of friends. Music maybe setting the trend  for some in the same field, other creative fields might follow the footsteps. The need to co-create collective experiences and participate in collective musical moments is likely to rise again as well.
Good news for music festivals across the world. Live concerts are the new form “collective individualism”.

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Sponge Mofs

Many people might have come across “SpongeBob” as a TV-series. Well, in 2025 it is time for an update. The Nobel Committee has awarded the Chemistry prize not to SpongeBob, but the research linked to the sponge-like Mofs, i.e. metal-organic frameworks to Kitagawa, Robson, Yaghi. These Mofs have in fact properties  similar to a sponge or cages in some applications. They consist of porous materials, which have large surface areas in relation to their apparent volume. Due to the modelling of network structures the surface of a grid can be expanded drastically.
Due to the application of such modelling techniques, the combinations of materials/organics and, thereby, the applications to modern technological challenges have increased tremendously. The exponential growth of research papers based on these foundations largely justify this honourable award. Not only the potential of carbon capture, but also the storage capacity of batteries as well as medical applications might benefit from this basic research and findings, eventually.
Playing around with a sponge, doing your dishes – also for men, or watching Spongebob might be considered differently from now on. Maybe, just start with a virtual visit of the Nobel museum for further inspiration.

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Passing barriers

In quantum physics the real trick is not the rebound of electrons like the rebound of droplets, but the passing of electrons of an insulating barrier. The experiment of the ”Josephson junction” has set a precedent to research the surprising macro-effect of “quantum tunnelling”. The 2025 Nobel Prize has been awarded to Clarke, Devoret and Martinis who observed these effects on a macroscopic scale. The applications in the most advanced quantum computers of today shows the enormous potential of this demonstration in pushing computing speed boundaries. The international competition to develop such, ever faster computers, based on quantum physics, is running on high development speed. In combination with the artificial intelligence (AI) developments, these types of combined machines are likely to outpace the development of human-based intelligence. It becomes even more important to define the limits for those machines by us. Subsequently, we shall have to make sure that such combined machines stick to the rules, we define(d).

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Droplet physics

For people with a penchant to physics or engineering, taking a shower is not only a cleaning procedure. Have you ever asked yourself why sometimes you spill water droplets all over the place whereas at other instances the water just flows down the walls? Well, droplet physics or engineering will provide you with an answer. The speed of the water and droplet beam, the size and angles and, maybe, the kind of soap or lotion you apply have a decisive impact. If you have sufficiently investigated this question, you can turn to the acoustics of droplets falling down and the rebound on the floor. We do not know, whether Jean Sibelius, the Finnish composer did such studies in his shower or Finnish sauna before he composed his water droplet duo. We can only encourage to take water and liquids more seriously in our daily lives. (Image and Instructions for experiments under Rainfall Shower) 

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Deus ex machina

The term “deus ex machina” used to be applied more in its figurative meaning. With the rise of digital tools like chatbots, facilitated and enhanced through AI, God is speaking to us not only in multiple languages, but also from our pockets through our smartphones and headsets. This is a rather recent form of “deus ex machina”, which we did not expect some years ago. The bible as e-book or pdf-file has been around for some decades, but only more recently we can enter conversations with God through chatbots as another version of “deus ex machina “ about almost everything (and pay for it via digital credit card). Programming of such an AI-tool is easily achieved. AI will prepare a weekly or daily sermon or prayer for you, following your predilections of your favourite quotes of the bible. An interesting twist to the programming is to use authorized as well as unauthorized translations of the bible across several centuries.
Another interesting enlargement of the input data base is the inclusion of interpretations and discussions not only within your own religious community, but beyond. Maybe the discussion of several different religious chatbots with each other could prevent aggressions due to differences in basic beliefs. These “dei ex machina” might further our understanding of what makes us humans different from machines and machine-based solutions of human conflicts.
As genetic clones of ourselves have become already technically more feasible, our digital alter-egos (the comprehensive collection of traces in the internet and digital images, plus social scoring) help to empower those “dei ex machina”.
This kind of “Brave New World” asks us to be rather brave ourselves.
(Image: interior St Denis Basilique Cathedral Paris 2024)

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Chatbot Me We

In order to dig deeper into the functioning of AI, I deemed it expedient to construct, for example, a simple chatbot on a limited knowledge base from my own writings on AI (link to reader in previous blog entry here).
A toolbox from Google offers powerful assistance in such an endeavour. The outcome uses only my input text and no other sources. It is dynamic in the sense that it interprets questions and searches within the text file provided only. The answers are edited with a LLM (large language model) and provide flawless English texts. You can try it here using catchat as magic formula and Google account so far.
With a bit of programming knowledge (htlm, python, Java) and related learning sites it is feasible to come up with a “static” chatbot hosted at a free of charge provider as well. For learning purposes this step by step building and coding of a chatbot is helpful. The outcome is rather limited or requires a lot of time to increase the scope of Q & A interactions and to move from a static (predefined Q & As) to dynamic ones.
Full control of answers, excluding any hallucinations and high-speed replies, come at a cost. Take a look here. It is a very basic version so far, just to get the idea of it. full web address:
https://schoemannchatbot.eu.pythonanywhere.com/

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Chatbot Me

Chatbots are helpful to allow queries to larger data sets like the blog entries here. So here is a try of a Chatbot to query all entries on AI using ChatGPT to create a Chatbot that uses and references it source from www.schoemann.org/tag/ai and the AI reader in pdf-format.
Please send me an email if the hallucinations of this Chatbot 1.0 on AI from a social science perspective are giving strange results. I’ll get back to you. Please use at your own risk as I cannot guarantee for all answers. The usual disclaimer applies here.

ChatGPT proposed the following set of Questions and Answers on the blog for an entry into the chat: Example Q&A with the chatbot

Q: What are the social science concerns with AI?
A: Bias in results, job shifts, democracy risks, privacy, and new inequalities.

Q: What does the text say about reinforcement learning?
A: It’s seen as the next step for AI: focusing on learning and reasoning, not just predicting text. It also uses fewer resources.

Q: How are robots described in the document?
A: Robots are mostly assistants. They can follow people or carry small items, but more complex tasks need sensors and AI training.

Q: What about biased results?
A: Studies can be misleading if control groups are flawed. AI faces the same challenge — social scientists warn: “handle with care”.

Q: What is Schoemann’s blog view on AI?
A: He links AI to energy use, fairness, and its role in the “all-electric society” — stressing efficiency and responsibility.

More on the chatbot (in testing phase) and the Link to the coding help received from ChatGPT on this mini-test-project :
https://chatgpt.com/share/68c1d160-0cc0-8003-bf04-991b9e7c3b24

 

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AI Podcasting Me

Content producers have lots of tools at their disposal to get their content across to very different audiences. For some time the traditional media of newspapers, radio and TV were the prime outlets for content distribution. Social media have changed this to many more senders of content than before.
In the 21st century, AI allows to automate media productions. In a trial run I just used Google’s NetbookLM to generate 3 podcasts based on my own writings on AI over more than a year by now. The result is available and using artificial voices it is possible to broadcast yourself without revealing your own personal voice. I am not done with the evaluation of the outcome(s) yet, but the first impression is an interesting other form to spread content.
More tests are necessary to check for hallucinations as well.
Here are the links to my virtual podcasts:
AI, intimacy and insecurity

AI, Society and the Human Spirit

AI and the Human Mosaic: Navigating Our Interconnected Future

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Video Doku by AI

Based on my own blog on this webpage “schoemann.org” Google NotebookLM creates a video of about 7 minutes. Using Microsoft Clipchamp automatic subtitles with a slightly different storyline are produced based on the video data. In the end, the blog entries are re-modelled into something like a lecture on “AI in a wider social context” (see and play below). No voice layover so far, read by yourselves. A podcast format is another option.
It feels like walking across landscapes in my own mind. Content creators of today or the past never imagined the impact they might have through the powerful tools of AI. The only caveat, jokes I incorporated into the texts cannot really be handled by AI tools unless they are explicitly designated as such. These AI tools take me much more seriously as I do myself. This is serious.

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Mind Map Me

AI tools are great to assist learners in the task to get more structure into larger documents or books. It is up to the teachers or lecturers to use the tools themselves to pre-structure content they want other persons to learn. Mind maps are useful to summarise larger content and offer a tree-like structure to a text moving from the general to more specific content and then into details by at the same time not loosing sight of the overall structure of the content. Basics can be provided by Google’s NotebookLM and you may rework this basic structure yourself linking the mind map to the detailed content. Learning may start with a comprehensive mind map at the beginning to move on to details. Alternative versions of a mind map are equally feasible to come up with new combinations of subjects. This can be done using the tags of the blog entries in addition to the categories and fast search keywords.
It is a fascinating way to mind map yourself based on longer texts written by yourself. This clarifies a bit what potential readers or learners are likely to retain from reading your document(s) or blog entries.
Its worth trying, as others will most likely use these tools from now onwards anyway, whether we like it or not.
Image: Google NotebookLM Mind Map of my AI blog entries 2025-9-9.