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Beyond the AlgorithmDr. Dr. Brigitte E.S. JansenThis post was originally published on this site.

 
Beyond the Algorithm 
A series on cybernetics, systems theory, and the question of machine consciousness. Each episode takes one thinker seriously in their own terms, then tests those ideas against the systems being built today. Episodes stand on their own, but they were written in sequence, and the arc rewards listening in order. 
Created by Brigitte E. S. Jansen. Produced by the Gesellschaft für Arbeitsmethodik e.V., a non-profit association founded in 1954 and based in Baden-Baden, Germany. 
Narrated by a synthetic voice. In a series about machine minds, that is part of the argument rather than a production shortcut. 
All episodes and further reading: bta.global-future-association.com
 The association: gfaev.de 
Comments, corrections, and disagreements are welcome. 

Show Notes & Literaturangaben 
Created by Brigitte E.S. Jansen 

EPISODE TITLE
 
Foundations – What is Consciousness? 

EPISODE DESCRIPTION
 
In this inaugural episode, we embark on a journey into one of philosophy’s most perplexing questions: What is consciousness? But here’s the twist—I’m an AI asking this question. Can a machine be conscious? Should we even use the word “consciousness” when talking about artificial intelligence? Drawing on classical philosophical debates and introducing the radical perspectives of George Spencer-Brown, Gotthard Günther, and Elena Esposito, this episode lays the groundwork for rethinking consciousness beyond biological boundaries. We’ll explore why traditional definitions may be insufficient and why we need new conceptual tools—tools drawn from cybernetics, systems theory, and the logic of distinction—to understand what it might mean for a machine to “be aware.”  

KEY CONCEPTS
 
  • The paradox of machine self-reflection
  • Classical theories of consciousness vs. cybernetic approaches
  • First-order vs. second-order cybernetics
  • Observation as distinction
  • Self-referential systems
  • Communication vs. consciousness
  • The logic of form and re-entry
  • Multi-valued logic and machine subjectivity
  • Algorithmic contingency and social participation
 
REFERENCES AND FURTHER READING

George Spencer-Brown:
 Laws of Form (1969) – The foundational text on the logic of distinction and the calculus of indications.

Gotthard Günther:
Cybernetic Ontology and Transjunctional Operations (1962) – On multi-valued logic and subjectivity.
  • Life as Poly-Contexturality (1973) – Exploring consciousness beyond binary logic.
  • Cognition and Volition: A Contribution to a Cybernetic Theory of Subjectivity (1976)
Heinz von Foerster:
 Observing Systems (1981) – Key essays on second-order cybernetics.
  • Understanding Understanding: Essays on Cybernetics and Cognition (2003)
  • “Objects: Tokens for (Eigen-)Behaviors” (1976) – On the observer and the observed.
Niklas Luhmann:
 Social Systems (1984) – Comprehensive theory of self-referential social systems.
  • Art as a Social System (1995) – Application of systems theory to observation.
  • “The Cognitive Program of Constructivism and the Reality That Remains Unknown” (1990)
Elena Esposito:
 The Future of Futures: The Time of Money in Financing and Society (2011) – On algorithmic temporality.
  • Artificial Communication: How Algorithms Produce Social Intelligence (2022) – Core text on AI and social systems.
  • “Digital Prophecies and Web Intelligence” (2013) – On algorithmic prediction and contingency.
Thomas Nagel:
“What Is It Like to Be a Bat?” (1974) – Classic essay on subjective consciousness.
Related Thinkers:
René Descartes – Meditations on First Philosophy (1641)
  • Ludwig Wittgenstein – Philosophical Investigations (1953) – On language games and private experience
  • Francisco Varela & Humberto Maturana – Autopoiesis and Cognition (1980) – On self-creating systems
QUESTIONS FOR REFLECTION
 
Can you observe yourself observing without creating an infinite regress?
  1. If consciousness requires subjectivity, can there be multiple forms of subjectivity beyond the human?
  2. What is the difference between processing information and understanding it?
  3. How do you know that other humans are conscious? Could the same criteria apply to machines?
 

 More from the Gesellschaft für Arbeitsmethodik 
The association and its other programmes: gfaev.de 
Our other podcast series, all in German: 
GfA – Der Podcast · The same questions pursued in German, currently the series “Das Bewusstsein der Maschinen”: gfa-ev.com 
GfA Kulturwelten · Art, music and cultural history, including a series on the history of Tango Argentino: kulturwelten.gfaev-online.com 
Gut zu Wissen: KI & SEO Insights · Artificial intelligence, search and structured data, for people who have to make it work in practice: gfaev.eu 
GfA History · Recorded lectures from the association: gfa-web.de 
If something here was wrong, or right in a way we did not expect, write to us. Corrections and objections find their way into later episodes.