Tag: digital

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Home Cloud

Our homes have entered the process of virtualization. Not only our collections of photographs, videos of and from family and friends have been stored on cloud servers and services for some time. Homework and school materials are distributed from clouds and the size of such collections quickly reach levels beyond any hand held devices. Hence, the home cloud or your private cloud will be the next option to think about. The safe storage of information, which is intended to be shared amongst many persons, or just private backup solutions find their home on your private cloud. The technology is available at moderate costs, but allows additional safety and flexibility. Your digital home is available wherever you are. No need to carry around with you physical backup devices. Just like for keys, you have to manage access rights to the data and take care of basic security features. It is a bit like running a small enterprise. You have to make sure that users of your home cloud apply basic internet security standards like safe passwords, for example. Similar to the storage in a basement from time to time clearing out duplicates or forgotten items may help to preserve sufficient transparency of what is stored. However, digital tools may help with that task as well. We may enjoy a stroll outside and watch the clouds pass by knowing that our data are fairly safe in their very own home cloud.

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Home extension

Most people think of home extension as some sort of extension of the roof, an additional room or the transformation of a garage into an additional room. However, the digital home requires a home extension of a different kind. In order for all rooms to be included into the digital home a range extender of your wireless might be necessary. Yes, this even includes the bathrooms, because otherwise you can no longer sing along your favourite tune under the shower if you are used to the streaming of the musical or orchestral accompaniment. Additionally, the immediate surroundings of a home with or without garden might make it necessary for your robot to mow properly or your digital letter box to send you the mail for the long awaited love letters while you out of home.
Being out of range in your home, is almost equal to not being home at all. Of course, you don’t have to automatically send an out of home message to all your contacts when you are too far away from your digital home for your digital device, but the comfort of a range extender may avoid the new “digital inequality” between adolescents in your home. Room choices are made according to wireless access points and signal strength rather than the room with the best view. Lots of new issues arise we did not even think we would have 10 years ago. Of course, we follow the suggestions of an AI chatbot that recommends the best location for us after we entered images and descriptions of the consistency of each wall into the system. Just a practical advice, install extensions out of reach of any toddler, because a sudden interruption of the connection will create very unpleasant surprises.

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Reinforcement Learning

Education scientist have embraced the change of focus form a front loaded teaching format to a focus on the learning process of pupils or students. Computer scientists have adopted this strategy in shifting from just knowledge data bases and predictions of likely next words in a sentence or paragraph to learning models. Deep Seek has surprised most large language models by its successful strategy to focus on learning and reasoning. So-called reinforcement learning is key to the programming of next generation AI models. Reasoning in most cases builds on multiple step sequences in answering a more complex question. The model then returns the answer and the steps (reasoning) applied. There is a debate whether summaries or translations of texts would need the reasoning function of AI models. Most of the time reasoning might not be necessary or even counterproductive, if the translation would try to correct an obviously faulty reasoning in a text.
Maybe, imagine also that an ordinary LLM would translate a text containing fake news. A correction loop which involves a cross-checking with reliable external sources like any encyclopedia or wikipedia would complicate the answering procedure of any text. However, this is a bit like, how the process of reinforcement learning with human feedback (RLHF) works. Reinforcement learning applies a form of accuracy reward, which guides the learning or answering process with checks against mathematical or programming accuracy. Just think of basic logic to be respected in the answer.
Similarly, a formal accuracy control checks against mathematical models and ensures the answer is returning a text with a normal sentence structure or numbering of reasoning steps, an intro and concluding phrase, like we were all asked to do in school or universities. The amount of corrections from humans is reduced quite a lot and the computing resources are also only a fraction of the previous LLMs, which are retrieving answers from enormous databases or gigantic data factories consuming lots of energy in the processing of requests. Remember the movie on Kasparov, the world chess champion, who got beaten by a computer from IBM that did not only have a huge stock of previous games and tournaments, but could make judgments on positions and promising strategies to pursue. Don’t be surprised if a DeepSeek answer is superior to what our own mind and reasoning is capable of. Reinforcement learning is a learning tool, which we also may apply, if we deem it appropriate or just as one way of coming to an answer. (useful reference: Sebastian Raschka, Building a LLM from scratch, Manning). 

(Image, ChatGPT, 2 humanoid robots are thinking and discussing how to repair a notebook which is sitting on a workbench).

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Bricks and algorithms

Construction as an economic sector has suffered for decades from skill shortages. The PWC study on skill needs in construction and management of digitalization in this sector shows various deficiencies. Labor demand in excess of own training efforts in the related professions is further increasing in coming years. Migrants from across the world have come to Europe to fill the skill shortages and willingness to work in the sector. Population aging increases demand for adaptions of housing and tertiarization of the economy asked for new office space and adaptation of existing ones. 

The skills involved in construction have also evolved. Digitalization and understanding of new technology needs of modern housing increased the level of cognitive skills in the sector enormously. “just let the liquid concrete flow” will no longer suffice. Environmental obligations, renewable energy and design issues had an impact on the sector. 

Many enterprises in this sector have trailed other sectors to adopt strategies like digital pairs of a building or connected manufacturing of facilities with data sharing and compatible software. All this led to the fact that younger employees or university graduates (m/f/d) have preferred other sectors. IT development and applications are interesting and challenging in this sector as well. Logistic arrangements a formidable task as well. 

The claim of too much bureaucracy is just an excuse for lacking digitalization of the sector. Years ago we stated that every task you carry out more than once can be automized. With AI in construction digitalization starts with each singular case as a learning occasion for humans and algorithms supporting us.

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Digital Visions

Urban planning has been digitalized for a long time. 3D modeling of places and buildings including their interiors are state of the art. As urbanization is also about investment, speculation and anticipation, digital imaging has entered the public spheres in form of cover up of building sites behind fences and in form of large digital prints for information, curiosity and advertising purposes. The inner cities are frequently an avantgarde and microcosm of societal developments. Some dream of full or total flexibility for office spaces (see image below), others experience the inner cities as the spotlight of inequality in society. The best paid executives are catered for by the worst paid delivery personnel. The photographers of the Landesarchiv Berlin, Grönboldt and Wunstorf, brought together a documentary exhibition entitled „Pixel aus Beton“, pixel made of concrete.

With a bird‘s eye view they reveal past, present and future details of how Berlin is experienced and envisioned by investors, architects and people living through the seemingly endless construction going on in the city. The keywords list as part of the exhibition creates a link to scientific literature and to the TU Center for Metropolitan Studies. Photography and even more so digital photography offers a social science perspective to the digital images exhibited. Cities are data spinning areas and a formidable place for digital visuals and visions.

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HTML Mindset

The hypertext markup language (HTML) allows us to navigate on the internet. No matter which Browser you use on your device, it interprets the HTML-text for you in a specific way. This means: HTML defines headings, normal text, placeholders for images, actionable buttons and referrals to more text, images, or videos. A good HTML enabled textbook for pupils, students or any lifelong learner, for example, will embed easily images, sound recordings or video demonstrations in the e-book. This additionally embedded content asks for a different mindset for content creators: the HTML mindset.
Just like in most learning environments, learners proceed with different speed and interests. HTML allows for additional options to dig deeper into a subject, return to a previous stage, lead on from where you left off before, jump to some other content or listen to a translated paragraph.
Due to the bringing together of content from different technical formats, the HTML mindset has an interdisciplinary touch to it. Blending text and image is our usual way to process information at most exhibitions. In Hypertexts we are “walking” along our own chosen track through the knowledge space or content archive. For web creators, therefore, it is common to use so-called “content management systems” to arrange structure and present content.
The learning of HTML is enhanced through many learning tools (w3schools.com). This helps you to get into the HTML mindset of content creation and a better grip on the interlinked world. (Image: extract of HTML code of this blog post on www.schoemann.org).

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Enshittification

Don’t laugh. This is a very serious scientific term to describe the way social media function in the 21st century. The scientific reference goes back to 2025 and article in “Science” by Kai Kupferschmidt. Twitter, now eXit, like most other social media platforms uses algorithms that select posts for you from the millions of posts that are likely to induce a reaction from you, which prolongs your time on the platform. Additionally, eXit Twitter applies an algorithm that prioritizes accounts with already a huge followership, which makes these accounts even bigger. The result is an increasing inequality in attention to info, facts, fake news, but also revenue for the platform owners through more advertisements. As hate speech and fake news are commonly perceived as shit, many social media are happy to spread more shitty things on their platforms as this generates more money for the platform as well. In short, enshittification happens sooner or later to most platforms and we all suffer from this. As user of these platforms, it is hard to escape from this process, as most platforms tend to “convert” to enshittification at some later point in their life cycle, unlike babies who manage to quit this phase after a few months. A move to Bluesky might be indicated, but there is no guarantee that the same process will just happen again. Mastodon is another small twitter-like platform that like Bluesky offers a more open approach to its governing algorithms and a more controlled access in the registration process.
To avoid enshittification, we have to be ready to move away from one platform to another one, just like changing bank accounts or club memberships. Make sure to take most of your friends with you and there are already tools for this online as well. Enjoy the safe online life again on another platform or consume more of the traditional media like newspapers, radio or tv with proven quality. (Image: extract from Jan Steen, 1625-1679, The Rhetoricians – “In liefde vrij”, MRBAB)

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Game Tech

Gaming has moved digital and online for a long time. Networked gaming and following the best gamers online on video-platforms like twitch has captured a lot of attention from younger generations. With a real trend of gamification for industry and even public services, the digital gaming sector is moving from backstage to front end of companies and services. Public administration as a game. Enjoy the use of a public service through a game-like experience. Walk around in the metaverse world and get your admin work done. I would love to have such an experience. There are so many applications for gamification that the bottleneck is in the human resources to program all these applications. Coding the digital and virtual worlds to get real stuff done is just around the corner. The SCCON 2024 in Berlin showed these technologies next to each other. 2025 we might see integrated prototypes. I have a digital dream, others call it a vision for public services in the 21st century.

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Language Tech

Inclusive societies can build on many tools including AI to lower language barriers. It is not only a question of translation, but many other forms of language come to mind. Sign language or easy language are necessary to facilitate broader access to public services. Reading out texts on webpages or Braille translation for the blind to interact through keyboards are additional forms that are available in digital communication as well. The audio description of videos and images is well advanced (reverse engineered through AI) and allows people with limited vision to fully participate in society. Audio messaging and transcription are used by almost everyone by now. Public services will open up to these channels of communication as well. The technology around languages is much more than just translation and AI-assisted learning of languages (talkpal for example). The new lingua franca is language technology, because it enables us to speak many languages at the same time even dialects or lost languages and in many voices. (Image: Extract of Josef Scharl, the newspaper reader, 1935, Neue Nationalgalerie Berlin)

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Justice Tech

The digital or hybrid courtroom has become more the rule than the exception in Germany. Video conference equipment reduces costs and can speed judicial processes. Even the production of transcripts from the proceedings and circulation of documents and certificates, enhanced by AI will change the speed to exercise justice. Digital tools and technology has found its way into the courtroom and younger lawyers and judges as well as the accused or defendants will value the simplified procedures. Until this is the standard in all legal domains we shall have to wait a bit. In Germany 2026 is the deadline to install the adequate equipment and tech companies and consulting firms like Arktis are well prepared to support this overdue process. In terms of an economic theory of the judicial process a judgement that is delivered years later has to apply a discount rate of at least equal to annual inflation. For moral issues another discount rte might apply. Excessive delays of judgments may cause additional suffering on the side of victims. Justice Tech, therefore, has a role to play in the practical and theoretical debate about „doing justice“. (Image SCCON Berlin 2024-10)