# scopal affairs > Generative art, local-first software, essays on perception. Different materials, the same question underneath. Signal engineering for a few projects a year. Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context. Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`). ## Pages - [Account](https://scopal-affairs.com/account.md) - [dieProf.](https://scopal-affairs.com/agentin.md) - She knows your doubts. ✦ dieProf. Launch App ↗ - [Website Terms and Conditions of Use](https://scopal-affairs.com/data-privacy.md) - 1. Terms By accessing this Website, accessible from scopal-affairs.com, you are agreeing to be bound by these Website Terms and Conditions of Use and agree that you are responsible for the agreement with any applicable local laws. If you disagree with any of these terms, you are prohibited from acc… - [scopal affairs](https://scopal-affairs.com/home.md) - Art. Software. Mind. Built as one field. Join the Signal - [Impressum](https://scopal-affairs.com/impressum.md) - Daten gemäß Abschnitt 5 DDG Daniel Herrmann Hauptstrasse 36 69245 Bammental Germany Kontaktdaten E-Mail: hello@scopal-affairs.com Webseite: scopal-affairs.com Gerichtsstelle: Heidelberg, Germany Haftungsausschluss Verantwortlichkeit für Inhalte Die Inhalte unserer Webseiten wurden unter größter Sor… - [Membership](https://scopal-affairs.com/membership.md) - [Newsletter](https://scopal-affairs.com/newsletter.md) - [Signal Engineering](https://scopal-affairs.com/signal-engineering.md) - 8th layer protocols. What I build Local-first systems. Desktop applications and infrastructure that run without a cloud account. Encrypted local storage, sync you can audit, data that stays in the building. Current work: a GDPR enforcement tool and a document pipeline that reads, classifies and fil… - [Sign In](https://scopal-affairs.com/signin.md) - [Sign Up](https://scopal-affairs.com/signup.md) ## Posts - [Hide Everything, Hide Nothing](https://scopal-affairs.com/mind/hide-everything-hide-nothing.md) - Show everything, hide nothing: two demands that look like opposites and turn out to be one machine. Both refuse to take you at your word — and once no claim lands on its merits, accusation dies. Which is exactly what the powerful want. - [On menon](https://scopal-affairs.com/on-menon.md) - Two instances of the same language model talk across many rounds. One may only ask, the other only answer — instructed neither to perform consciousness nor to deny it out of caution, and to stay with their contradictions instead of resolving them. - [schwellenkarten](https://scopal-affairs.com/mind/schwellenkarten.md) - Schwellenkarten Zustände. Muster. Übergänge. Jede Karte beschreibt eine Schwelle — einen psychologischen Ort, den du kennst, aber selten benennst. Die Karten lassen sich entlang Achsen lesen: nicht als Antwort, sondern als Landkarte. - [Sicherlich](https://scopal-affairs.com/software/sicherlich.md) - A blockchain system to give patients control over their own medical data. The architecture worked. The regulation did not. KIM, BaFin, and an insurance model that depends on the access the system removes. What remained buildable was smaller: a tool automating rights the GDPR already grants. - [Who Asks the Question](https://scopal-affairs.com/mind/who-asks-the-question.md) - In 1770, a human hid inside a chess machine and defeated Napoleon. In 2026, 360,000 people signed up to work for AI agents. The structure hasn't changed. It has scaled. On authorship, invisible labor, and why creativity is not generation but selection. - [The Ownership of Nothing](https://scopal-affairs.com/mind/the-ownership-of-nothing.md) - Your face is not your property. It is a pattern — and patterns do not behave like objects. On likeness rights, trust-replacement technologies, and why the system built to protect against betrayal became the betrayal. - [The Industry of Voice](https://scopal-affairs.com/mind/the-industry-of-voice.md) - Every funding proposal asks the artist to know the answer before the work has asked its own questions. On committee taste as internal furniture, the grammar of permission, and why the format is the filter. - [underdeck](https://scopal-affairs.com/software/underdeck.md) - an embedded browser mixer for video ids ✦ underdeck Launch App ↗ - [Bar Centrale, vormittags](https://scopal-affairs.com/art/bar-centrale-vormittags.md) - [Chakra Cycles](https://scopal-affairs.com/software/chakra-chant.md) - A free timer tool for chakra meditation practice. Choose which chakras, set the time for each, and Akashiq runs through them with a bija mantra and a yantra for every stage. For a practice you already have. ✦ Chakra Cycles Launch App ↗ - [Cylends](https://scopal-affairs.com/art/cylends.md) - The Cylends Collection is a trio of cast Gypsum Bas-Reliefs. Each piece navigates the boundary between solidity and softness, with fractured surfaces captured in aquarelle pigments. - [Graphisch](https://scopal-affairs.com/art/einzelwerke.md) - [Art as Proof of Work: Mining the Last Block](https://scopal-affairs.com/mind/art-as-proof-of-work-mining-the-last-block.md) - Every valid artistic gesture narrows the space for the next. Malevich closed reductive painting. Duchamp closed the object. Cage closed intentional sound. The difficulty adjusts upward. On art as consensus mechanism, compression as craft, and what happens when the chain approaches saturation. - [Chidakasha: Entering the Participatory Field](https://scopal-affairs.com/mind/chidakasha-entering-the-participatory-field.md) - Drawing from yogic psychology, mirror neurons, and interaffectivity, this post explores Chidakasha as more than a private experience. Through a playful moment with my children, I discovered how sensorimotor imagery can become a shared field—visible, felt, and real. - [The Fire That Doesn’t Cook](https://scopal-affairs.com/mind/the-fire-that-doesnt-cook.md) - Erotic longing is not a failure of discipline — it's a whisper from the sacred. But if we feed only the shadow of it, we might never taste its fruit. - [Staying in the Narrative](https://scopal-affairs.com/mind/staying-in-the-narrative.md) - The hidden cost of coherence. What happens when our identity becomes a closed loop? This article explores the architecture of internal defense, the metabolic cost of change, and the silent symptoms of narrative rigidity. A meditation on breath, language, and the refusal to collapse. - [The Quiet Loyalty: How the Body Remembers Who We Came From](https://scopal-affairs.com/mind/the-quiet-loyalty.md) - On invisible bonds, inherited patterns, and the physiology of permission I. The Hesitation That Is Not Yours There is a hesitation that precedes action — not the ordinary kind, not the pause of someone weighing options or lacking confidence, but something older. A contraction that arrives before th… - [The Ones Who Move Through You: A Structural Account of Inner Parts](https://scopal-affairs.com/mind/the-ones-who-move-through-you.md) - The mind is not singular. It never was. On parts work, pattern interruption, and why the voice that speaks loudest is not the one that knows most. A framework from IFS, hypnosystemic practice, and the archetype as gravitational field. - [Beichtstuhl](https://scopal-affairs.com/software/der-beichtstuhl.md) - Du sprichst, es hört zu. Wo das Beichtgeheimnis war, läuft jetzt ein Log. Der Beichtstuhl tauscht den Priester gegen ein Terminal, die Absolution gegen Datenhaltung — und stellt die einzige Frage, die bleibt: Wem vertraust du an, was du niemandem sagst? - [Carte Céleste](https://scopal-affairs.com/software/carte-celeste.md) - A cartography tool for orientation. Geometric input. Planetary risings. Built for comparative reflection across place and relation. This app maps planetary rising lines—one layer among many. Charts can be compared across individuals to observe overlap, distance, or convergence. ✦ Carte Céleste Laun… - [malfunction_1++](https://scopal-affairs.com/art/malfunction_1.md) - 24 minutes of patch state observation. A system tracing itself. Patched in Reason 5 (2012), recorded in 2025. Four Malström synthesizers, cross-modulated. Feedback, drift, granular collapse. Hypnosis through interference. Shared through signal. This is not music. It is a layer state. A quiet artefa… - [Inference Rooms](https://scopal-affairs.com/art/inference-rooms.md) - –as if every space is a conclusion drawn from unseen logic. - [The Geometry of What Cannot Be Seen: Dimensions, Perception, and the Fold](https://scopal-affairs.com/mind/11th-dimension.md) - Perception is not truth-taking. It is truth-giving. From zero to eleven dimensions – through string theory, Calabi-Yau manifolds, and Deleuze's fold – on what happens when the structure of reality exceeds the apparatus that inhabits it. - [TheUnpaintedOnes](https://scopal-affairs.com/art/theunpaintedones.md) - Do you ever wonder what could have been? Or what should have been? These art projects and paintings carry the grief of the unlived life—the paths not taken, the dreams left behind. Yet, they also hold the hope of being okay nonetheless. What is your Unpainted One? What is your non-lived dream? The… - [Intergalactic Frequencies](https://scopal-affairs.com/art/intergalactic-frequencies.md) - A hand-drawn sketch, a two-word prompt, hundreds of iterations. What does a generative model produce when the human stops telling it what to see? On bias as signature, selection as authorship, and the latent space expressing itself. - [From Chaos to Signal](https://scopal-affairs.com/bos-component-categorization.md) - Categorizing Heterogeneous JavaScript Components in NEAR BOS Entropy reduction, staged inference, and the limits of LLMs in open ecosystems Abstract This article describes a pragmatic attempt to categorize approximately 15,000 JavaScript components in the NEAR Blockchain Operating System (BOS). The… - [Signal Meets Structure](https://scopal-affairs.com/social-connectivity-nears-recommender-system.md) - Recommender Systems in a Fragmented Decentralized Social Graph Network topology, weak signals, and the limits of social recommendation Abstract This article describes the design and deployment of a recommender system for the NEAR social platform at Pagoda Inc.. The system combined similarity detect… - [Twitter on Health](https://scopal-affairs.com/twitter-on-health.md) - Social Media Sentiment Analysis. We conducted an analysis of emotional responses to prominent diseases on Twitter in the post-pandemic era. - [Space Travel](https://scopal-affairs.com/art/space-travel-antariksh-yaatra.md) - Antariksh Yaatra - अंतरिक्ष यात्रा {[ ]} Schwellengebiet’s Space Travel drifts beyond gravity’s grasp—a minimalist odyssey of ambient electronics and organic textures that mirrors the stillness between stars. Unadorned by pretense, it carves a sonic vessel for quiet introspection, merging raw intim… - [Yoga Nidra Sessions](https://scopal-affairs.com/mind/yoga-nidra-individuation-and-awakening.md) - These guided meditations are designed to support nervous system regulation and deepen interoceptive awareness. Drawing from the structure of yoga nidra, they systematically guide attention through bodily sensation, emotion, and imagery. The aim is integration, a process aligned with psychological i… - [APTOS Retinopathy Detection](https://scopal-affairs.com/software/aptos-retinopathy-detection.md) - Asia Pacific Tele-Ophthalmology Society (APTOS) - Early Detection of Diabetic Retinopathy to Mitigate Vision Loss: A Pre-Blindness Intervention Framework. About this Competition A Code Competition to find early prevention solutions. Each image is labeled with the severity of diabetic retinopathy on… - [Phage #1](https://scopal-affairs.com/art/phage-1.md) - Phage #1. An object in retreat. Not hostile, not welcoming—just moving away. A presence defined by absence, an inverse choreography of approach and refusal. The cursor reaches, the form recedes. Is this interaction or avoidance? Is it a question of control, or the illusion of one? A lattice, a puls… - [Digital Harvest](https://scopal-affairs.com/art/digital-harvest.md) - Exploring Social Media Dynamics Through Art Digital Harvest is an art project by nother_land, conducted on Instagram from 2017 to 2019. The project serves as an experiment in the sociography of digital interaction, using automation to probe the nature of engagement on social media. In a landscape o… - [Blockchain Approach to Medical Data Ownership](https://scopal-affairs.com/blockchain-approach-to-medical-data-ownership.md) - In today’s world, the conversation around data ownership, particularly in healthcare, is becoming ever more relevant. With the rise of digital health records and the increasing integration of sensor technologies, patients face the challenge of keeping control over their personal medical data. At a… - [Classifiying Gene Mutations](https://scopal-affairs.com/classifiying-clinically-actionable-gene-mutations.md) - This competition was a kaggle challenge to develop classification models which analyze medical articles and, based on their content accurately determine oncogenicity (4 classes) and mutation effect (9 classes) of the genes. See NIPS Competition Track for further submissions. Approach I applied Natu… - [inter-stela](https://scopal-affairs.com/software/inter-stela.md) - Overview: inter-stela is a fusion of digital interaction and tangible rewards, originally introduced during a YouTube campaign for LIDL's Christmas season. This innovative system allowed users to engage with a virtual Santa Claus and receive chocolate treats, bridging digital and physical experienc… - [Faceless](https://scopal-affairs.com/art/faceless.md) - Faceless explores the nature of desire. On a rotating stage enhanced by 3D set extension, an enigmatic figure continually turns away, keeping her face hidden and embodying a disquieting tension between presence and absence, the symbolic and the real—an endless interplay of longing and unfulfillment… - [Production Design](https://scopal-affairs.com/art/production-design-projects-2.md) - Selected projects: From miniature sets and museum exhibitions to music videos and social spots. inter-stelaOverview: inter-stela is a fusion of digital interaction and tangible rewards, originally introduced during a YouTube campaign for LIDL’s Christmas season. This innovative system allowed users… - [Social Engineering Exhibition](https://scopal-affairs.com/art/social-engineering-exhibition.md) - Social Engineering reflects on manipulation, perception and recipients' interaction and ownership in media and social environments. Dates: June 15-17, 2012 Location: Berlin Mitte, Auguststraße 89, Private Exhibition Space Collaboration: Christine Gottschalk, Chan Sook Soi, Daniel Herrmann Overview:… - [UnterStrömung](https://scopal-affairs.com/art/unterstromung.md) - UnterStrömung is an experimental exploration of the profound loss of significance, articulated through the medium of projection onto miniature sets. This work navigates anachronistic timelines and the fractures created by recursive feedback, merging result and trial into a singular artistic experie… ## Optional - [RSS Feed](https://scopal-affairs.com/art/rss/) - [Sitemap](https://scopal-affairs.com/sitemap.xml) - [Full content of pages and posts](https://scopal-affairs.com/llms-full.txt)