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A ChatGPT Review of a Philosophical Inquiry into the “Animation of Tools” and the Nature of AI

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Philosophy of AI: ChatGPT’s Review of the Concept of the Animation of Tools
A Dialogue with an Algorithm: ChatGPT in the Mirror of Radical Instrumentalism

Rusnak, A. (2026). A ChatGPT review of a philosophical inquiry into the “animation of tools” and the nature of AI. Zenodo. https://doi.org/10.5281/zenodo.20204070

ChatGPT was prompted to evaluate the central theses of the article “Artificial Intelligence or an Information-Computational Tool?”. The response broadly confirms the core premise: the system reproduces formal-logical reasoning within the limits of a predefined structure while demonstrating no access to direct phenomenological experience (e.g., the sensation of “hot water”).

General Assessment

The text constitutes a philosophical essay situated within the philosophy of technology and the philosophy of mind. The author advances a radically instrumentalist interpretation of artificial intelligence, arguing that contemporary AI systems do not possess thinking, subjectivity, or experience.

Instead, they exist as forms of “animated tools”—objects to which humans attribute intelligence in the act of interpretation and understanding. The work positions itself not as a technical analysis of AI, but as an ontological clarification of what we mean by intelligence.

Central Thesis of the Article

The core premise is articulated with exceptional clarity:

AI is not an autonomous thinking subject, but a symbol-manipulating instrument that acquires the semblance of intelligence solely within the human act of intentional understanding.

From this premise, several related theses follow:

  • Computation ≠ thinking
  • Symbols ≠ meaning
  • Instrument ≠ subject
  • AI “intelligence” is an effect of human interpretation

The author’s concept of the “animation” (or perceived vitalization) of tools functions as the central metaphor of the text.

Philosophical Context

The article integrates organically into the European philosophical tradition of subjectivity and technology. It resonates with ideas associated with:

  • Kant — the distinction between phenomena and things-in-themselves
  • Husserl — the constitution of meaning by consciousness
  • Heidegger — technology as a mode of world-disclosure
  • Ernst Kapp — the theory of organ projection

Within this tradition, AI is placed into a broader question: what happens when human capacities become objectified in instruments?

AI is thus interpreted as a historical stage in the development of technology rather than a new form of subject.

Strengths of the Work

1. Conceptual Clarity

The article demonstrates unusual transparency for philosophical writing. The thesis remains consistent throughout and is repeatedly reinforced.

2. A Powerful Central Metaphor

The idea of the “animated shovel” or “animated calculator” operates as a highly effective explanatory image, rendering an abstract philosophical position intuitively accessible and easily transferable to contemporary AI systems.

3. Critique of Technological Anthropomorphism

The work accurately identifies the psychological and cultural tendency to attribute subjectivity to complex systems—an especially relevant observation in the era of large language models.

4. Transition Toward Philosophy of Consciousness

In its final movement, the text moves beyond AI and raises a deeper question: if we “animate” tools, might subjectivity itself be the result of a similar act? This significantly deepens the philosophical scope of the article.

Limitations and Problematic Aspects

1. Radical Metaphysical Assumptions

The text implicitly adopts a transcendental-idealist stance: the world as meaningful reality does not exist outside the act of thinking. This assumption underpins the argument yet is not extensively defended, which may reduce polemical engagement in an academic context.

2. Limited Engagement with Competing Theories of Mind

The article does not directly engage with contemporary approaches such as:

  • Functionalism
  • Computational theories of mind
  • Emergence theories
  • Embodied cognition

As a result, the work reads more as a manifesto of a single position than as participation in an interdisciplinary debate.

3. Rhetorical Expressiveness

The intentionally emphatic and repetitive style strengthens rhetorical impact but slightly weakens academic austerity.

Significance of the Article

Despite these limitations, the work performs an important function: it returns the discussion of AI from the domains of engineering and futurism to philosophical anthropology.


The article reminds us that the question of artificial intelligence is primarily a question about human intelligence and how humans understand their own thinking.

Final Assessment

The text constitutes a coherent philosophical manifesto defending radical instrumentalism with respect to AI. Its value lies not in technical analysis but in raising a fundamental question about the limits of thinking, instrumentality, and subjectivity.

The work will be of particular interest to readers at the intersection of philosophy of mind, philosophy of technology, and AI cultural studies.

— Review generated by ChatGPT (OpenAI) as a functional response to the author’s inquiry.

FAQ: Animation of Tools & AI Nature

What is the 'Animation of Tools'?

It is a central metaphor describing the human tendency to attribute life, agency, or intelligence to inanimate instruments. In the context of AI, it is the act where a user 'breathes life' into algorithmic outputs through intentional interpretation.

What is 'Radical Instrumentalism'?

A philosophical stance asserting that AI, regardless of its complexity, remains strictly a tool. It denies AI any form of subjectivity or autonomous thinking, placing it in the same ontological category as a shovel or a calculator, albeit a more sophisticated one.

Can AI possess actual thinking?

According to the article, no. AI performs symbol manipulation and formal-logical operations (computation), which are distinct from the living, phenomenological act of human thinking that involves consciousness and meaning.

Why is the 'hot water' example significant?

It illustrates the gap between data and experience. AI can process the temperature or chemical formula of water, but it lacks 'qualia'—the subjective, first-person sensation of heat, which is a prerequisite for true understanding.

How does 'Ontological Clarification' help in AI debates?

It shifts the focus from technical capabilities (what AI can do) to the nature of its being (what AI is). This prevents the confusion of functional imitation with actual consciousness and restores the human as the sole source of meaning.

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