Human
Digitale Kompetenz
Digitale Kompetenz
ID zur-mathematischen-berechenbarkeit-menschlichen-denkens
Chapter 12.1
Computability
Responsible AI Competency Standards
The discussion about the limits of algorithmizing human thought highlights ethical and philosophical questions, particularly through the halting problem and Gödel's incompleteness theorems. The unpredictability of human decisions and the significance of subjective experience are at the forefront, while the responsibility in an increasingly algorithm-driven world is critically examined.
Written by: Frank Stratmann
zur-mathematischen-berechenbarkeit-menschlichen-denkens
Update from Jun 25, 2025
On the Mathematical Computability of Human Thought
The progressing digitalization and automation of our world increasingly nourishes the fear that human consciousness might be conquerable by machines. This concern stems from the observation that we have already begun to formalize human actions to an extent that questions our freedom and thus also our responsibility.
The idea of a fully algorithmized existence raises profound ethical and philosophical questions that are of central importance in the context of »Digital Humanism«.
A fundamental problem that questions the idea of a complete algorithmization of humans is the Halting Problem in computer science. It proves that it is fundamentally impossible to develop an algorithm that can decide for any arbitrary computer program and any arbitrary input whether the program will ever terminate. Although the Halting Problem specifically applies to computer programs, it illustrates a fundamental limit of computability. It shows that there are certain types of unpredictability that escape algorithmic capture. This unpredictability is an essential aspect of human Deliberation.
The incompleteness theorems of Kurt Gödel provide another important contribution to this discussion. They show that in any sufficiently powerful formal system, there are true statements that cannot be proven within that system, and that no consistent formal system can prove its own consistency. Gödel's theorems set limits on the ability of formal systems to fully capture the complexity of truth and human knowledge.
Two important facets of the debate become evident through the following considerations:
I am not Brain (Markus Gabriel): The philosopher Markus Gabriel, a proponent of New Realism, emphasizes in his approach of Neo-Existentialism that our subjective feelings and consciousness cannot simply be reduced to the physical processes in the brain. This perspective underscores the importance of the first-person perspective and the challenge of fully objectifying subjective experience.
Practical Reason and Non-Algorithmicity (Julian Nida-Rümelin): The philosopher Julian Nida-Rümelin refers in his theory of Practical Reason, among other things, to Gödel's theorems to emphasize the non-algorithmicity of human Deliberation. The unpredictability of human decisions, an aspect closely related to the Halting Problem, poses a significant challenge to the idea of a complete algorithmization of human thought.
Other Important Thinkers and Perspectives:
The discussion about the limits of algorithmization of humans is influenced by a variety of thinkers and disciplines. They include:
Philosophical Perspectives: Thomas Nagel, David Chalmers, John Searle
Neuroscientific Perspectives: Antonio Damasio, Gerald Edelman
Logical and Mathematical Considerations: Roger Penrose
Conclusion
The debate over the limits of algorithmization of humans is of crucial importance, even if at first glance it may seem distant from everyday life. However, the life practice of many people is already heavily shaped by rule-based approaches. If we are to live in an increasingly algorithmized world in the future, where human Deliberation is replaced by automated systems, we must confront fundamental questions of freedom and responsibility.
The idea that people are held accountable in an order prescribed by algorithms, without the opportunity to incorporate their own considerations, raises disturbing scenarios reminiscent of dystopian visions like George Orwell's »1984«. It is therefore essential to vigorously pursue this discussion to ensure that the development of technology aligns with the values of »Digital Humanism« and respects human dignity and autonomy.
ID zur-mathematischen-berechenbarkeit-menschlichen-denkens
Chapter 12.1
The links embedded in the text as numbered footnotes stand independently. The reference to the information can be found directly on the page to which the link leads. We have chosen this practice for the sake of the page's clarity. The numbers are not set in the usual order because the revision of the page continuously incorporates new sources.