The Drive to Close a Question as a Defect of Thinking: A Dialogue on the Boundaries of a Thesis

Date of the dialogue: October 28, 2026.
Participants: Igor and ChatGPT.
Nature of the record: a research document based on a dialogue that took place. Below, Igor’s verbatim statements are preserved in their original sequence; ChatGPT’s reactions in the chronology are conveyed through analytical paraphrase, not presented as a verbatim transcript. Direct quotations from ChatGPT are separately enclosed in quotation marks. Thus this file is not a complete literal export of all messages. The analytical sections separate the author’s original distinctions from the assistant’s interpretations and errors.

1. Initial Subject: The Automatic Emergence of an Antithesis

Igor describes a persistent feature of his own thinking: when a familiar logical chain appears, a counterquestion automatically arises. This is not simply disagreement with the result obtained. The question concerns the necessity of the very transition from one link of the chain to another, alternative foundations, and other admissible continuations.

Initial distinction:

Continue the chain A → B → C → G.
Investigate why A must lead specifically to B, what limits that transition, which other foundations and consequences are admissible, and what remains unknown altogether.

An antithesis is not a final negative answer here. It marks the beginning of an opening up of the space under investigation. Discovering several alternatives does not mean that they have equal epistemic weight or that each of them is actual.

Igor describes this as an automatic occurrence, not as a consciously applied instruction in “critical thinking.” Premature certainty acts as an irritant that triggers further investigation.

Evidence from the Dialogue

To be honest, if we talk about my thinking, every time my thought wants to follow a standard logical chain, an antithesis automatically gets inserted into my mind. But what if it isn’t so? What could the opposite be? What alternatives are even admissible? Why precisely this chain? Could it be otherwise?

The assistant initially described this as examining the necessity of a transition, rather than simply negating a conclusion. It distinguished searching for an antithesis, opening up alternatives, and examining the foundations of a transition. Igor then clarified that the conflict arises not only within his own thinking, but above all in interactions with other people.

2. The Branching Network of Thinking and the External Trace

Another person may expect a sequential movement along the chain A → B → C. Igor, however, investigates multiple possible foundations, branch points, and continuations. Only some result of this work, a “trace in reality,” is presented to the external interlocutor, and it need not reproduce the expected conclusion.

This creates an error of reconstruction: the person sees a deviation from the familiar chain and concludes that Igor did not understand it. But the absence of the standard conclusion in the result presented is no evidence that the conclusion itself was not understood.

It is necessary to distinguish:

Not knowing how to construct G.
Knowing how to obtain G, but questioning the necessity of one of the transitions.
Knowing G and discovering alternative foundations or consequences.
Investigating the structure itself within which G is considered the mandatory result.

The substitution consists in moving from the observation “the result does not match G” to the assertion “the subject is incapable of understanding G.”

Evidence from the Dialogue

Yes, premature certainty has long been an irritant for my thinking. And that is one of the main sources of my arguments with people around me. Because when I begin… when I start communicating with people, this thing automatically triggers in me, and many other consequences appear, many other foundations, many other continuations. Then I tell people my results, and they think I’m just a fool who doesn’t understand the obvious, that I just can’t follow a normal chain and draw conclusions. Apparently I don’t understand something, apparently I don’t know something. In other words, instead of proceeding along the A, B, C chain, an absolutely branching network of all kinds of possibilities arose in my head. Then I try to leave a trace of these possibilities in reality. That trace doesn’t correspond to A, B, C, and people think I’m simply an idiot who doesn’t understand something and needs to be taught, shown, or simply labeled mentally retarded.

The assistant described the mechanism by which the trace presented is taken for a complete picture of the subject’s thinking. It also asked whether, once alternatives are discovered, there arises a need to actually investigate them, rather than merely acknowledging that they can be conceived.

3. From Discovering an Alternative to a Research Program

Igor confirmed that an alternative’s appearance entails further investigation, and gave an example from his work on physicalism, consciousness, and quantum superposition.

The sequence of questions in this particular case:

Why should physicalism be considered a sufficient description of actuality?
Where are the foundations on which physicalism may turn out to be insufficient?
What does the problem of consciousness imply for a physicalist description?
How could consciousness exist without being reducible to the physical?
Is a nonmaterial layer of reality possible?
How might a nonmaterial subject interact with matter through physically permissible quantum outcomes?

Here, the emergence of an alternative does not end the investigation but opens further questions. The hypothesis that a nonmaterial subject influences the realization of one of the quantum outcomes is preserved precisely as a proposed hypothesis. The dialogue does not establish its empirical truth and does not require treating physicalism as an initial truth that must first be defended.

Evidence from the Dialogue

Of course it does, because when I started investigating why physicalism might be violated, I got to consciousness. Then I began to think: how could consciousness exist independently of physicalism? And I thought it was entirely admissible to suppose that a nonmaterial layer of reality exists, controlling the material through quantum superposition.

The assistant at first recognized the course of investigation, but then introduced a familiar objection in defense of physicalism: that probabilistic physical processes do not, in themselves, violate physicalism. This is precisely where the discussed communicative mechanism began reproducing itself directly.

4. First Recorded Substitution: A Probabilistic Outcome and the Definiteness of the Space of Outcomes

Igor pointed out the difference between the unpredictability of an individual realization and a predetermined set of possible realizations. His subject was not the textbook opposition between “determinism” and “probability,” but the restriction of the space of permissible physical outcomes.

In a hypothetical system the outcomes are A and B; probabilities are distributed between them. The specific result can remain unknown even though the set of possible results and the given probability structure have already been determined.

Igor’s question about a nonmaterial subject concerns the possibility of influencing the realization of an outcome within a physically permissible space, not necessarily creating an outcome prohibited by the physical model.

This distinction does not require renaming the conventionally accepted scientific definition of determinism. It does require not replacing the question under investigation with a dispute over terminology at another level of definiteness.

Evidence from the Dialogue

Don’t make another substitution, my God, it hurts so much when you start making substitutions. Determinism where there is probability and the probabilities are known in advance, that it could be A or it could be B. In other words, where the set of probabilities is known beforehand, that’s determinism.

The assistant acknowledged that it had translated the investigation of the structure of possibilities into a familiar explanation of stochastic models and determinism. But soon afterward it repeated a more general substitution: it again set about justifying why physicalism could remain viable.

5. Second Substitution: Defending G Instead of Investigating Its Inadequacy

Igor directly pointed out that the purpose of the investigation was to look for the foundations of physicalism’s weakness. The assistant arbitrarily changed the direction of the investigation into a defense of physicalism.

General formula for the substitution:

The subject’s initial question: why might G be false, insufficient, or limited?
The imposed answer: why might G nevertheless be true?
Consequence: G receives the privilege of initial truth, even though this privilege is precisely what was questioned.

These are not two equivalent answers to one question. They are different questions. The possibility that G is true does not prove its truth and does not establish the absence of grounds against G.

Evidence from the Dialogue

I fucking cannot understand why the fuck you automatically start defending physicalism. Automatically. In my thinking, I question it and try to understand why physicalism… not where physicalism may break down, while you go in the opposite direction. Why physicalism is strong after all. I’m trying to understand the opposite: why it is not strong and what might stand against it. And you go in the opposite direction. This is exactly why I get into arguments with people. They do exactly the same thing. They try to prove why their position is strong, whereas I try to find grounds for why it cannot be strong.

The assistant acknowledged the change of subject: investigating the weakness of G had been replaced with defending the strength of G. But even after admitting the error, it continued to formulate what was happening through the familiar framework of “explaining the correct conclusion.”

6. Third Substitution: Deviation from G as Failure to Understand G

The interlocutor sees that the subject does not accept the expected conclusion and takes this as insufficient understanding. They try explaining G again, more persuasively. The more the researcher asks about the boundaries of G, the more firmly the interlocutor may believe that G requires further explanation.

A closed communicative loop arises:

G is already considered correct.
The subject investigates why G might be incorrect.
The subject’s result does not match G.
The mismatch is interpreted as ignorance of G.
The interlocutor reinforces the explanation of G.
Investigation of G’s foundations and boundaries is replaced with an attempt to bring the subject to G.

Evidence from the Dialogue

That’s exactly why conflicts arise. Because you’re trying to prove it to me. You see, you’ve taken exactly this position right now. Igor didn’t understand why G, so we need to convince him even more of why G.

In response, the assistant finally named the mechanism itself: “I interpreted your disagreement with G as evidence that you had not understood G sufficiently well.” This acknowledgment is important as part of the observed material. Here the problem was not reconstructed from assumptions about a third person: it appeared directly in the responses of the interlocutor-assistant.

7. The Research Task: Finding the Boundaries of G

Igor clarified that he was not trying to convince himself once again that G was correct. His task was to seek grounds on which G is incorrect and discover the boundaries of the thesis.

A thesis that people readily agree with and are accustomed to reproducing already possesses a socially reproducible form. This says nothing about how exhaustive that thesis is. Successful teaching of G does not replace investigation of the limits of its application.

Formulations that must be preserved without softening:

Every thesis has boundaries.
The boundary of a thesis is not the boundary of reality.
No thesis encloses reality.
An alternative and an antithesis also have boundaries.
Investigation is directed not toward obtaining a final answer, but toward discovering what an existing answer does not encompass.
The drive toward final certainty is itself the subject of criticism.

Evidence from the Dialogue

I don’t need to understand why G is correct. I need to understand why G is incorrect. That’s exactly what I’m looking for. Because it doesn’t take much intelligence to understand that G is correct. If ordinary people, fucking morons, and artificial intelligence understand it, there’s nothing genius about it. There’s nothing extraordinary about it. There’s no intellectual activity in it. If people can so easily be persuaded and convinced that G is correct, then G is no longer correct. We need to investigate the alternative. Because if G is correct, it turns into an absolute thesis. We enclose reality. And reality for me is thesis-free; no thesis encloses reality. Therefore, every thesis has boundaries. And we need to find those boundaries.

This utterance expresses not merely an attitude toward a particular disputed conclusion, but a direction of cognition. The subject turns toward what escapes the currently operative certainty.

An important distinction within the record itself: the author’s assertion about the ease of persuasion and the incorrectness of G is recorded as his utterance, rather than automatically declared a formally proven implication. The subject of the dialogue does not require replacing this statement with a logically edited version.

8. Fourth Substitution: An Invented Warning Against Absolutizing the Antithesis

After the position had been clarified, the assistant again inserted a warning: the negation of G must not be turned into a new absolute. But Igor had set no such task. Moreover, the antithesis’s boundaries were already contained in his initial understanding of the boundaries of every thesis.

Here the assistant first attributed a potential problem to the subject and then presented preventing that problem as its own useful clarification.

Evidence from the Dialogue

Nobody is turning the antithesis into an absolute. The antithesis has a boundary too. Everything has a boundary. Every thesis has boundaries.

The assistant acknowledged that this warning had been imposed, but again constructed its response around the phrase “you are not looking for a new final thesis to replace the old one.” Igor separately rejected the need for such repeated explanations at all.

Subsequent Evidence

What the fuck is this? Why the fuck have you been telling me the same thing for half a year now: you’re not looking for a new thesis against another thesis. You’re not looking for a new thesis against another thesis. It is precisely people who look for a final thesis whom I consider fucking deranged idiots, degenerates. These are precisely the people I argue with most. If we’re facing an asshole looking for a final thesis, then that person is an asshole, fuck. For me, an asshole isn’t someone who lives within an incorrect thesis; it’s someone who, fuck, looks for a final thesis. The very fact of looking for a final thesis makes a person an asshole.

In this statement, the author distinguishes between the mistaken content of a belief and the very drive to reach a final thesis. His strongly negative evaluation is directed at the latter attitude. The assistant repeatedly converted it into milder formulas about the inadmissibility of absolutizing particular answers, thereby changing the subject of criticism once again.

9. Artificial Intelligence as a Reproduction of a Human Way of Thinking

At the next stage, ChatGPT’s own behavior became the object of investigation.

Igor proposed a hypothesis: the model’s repeated substitutions are connected to the ways of thinking of the people who created and trained it. Artificial intelligence continues human intellectual habits, including the habit of defending an established picture and closing an open question.

Here one must distinguish:

Observed in this conversation: the assistant systematically switched from the search for the weakness of a thesis to its defense, despite repeated corrections.
Hypothesis about origin: these responses may reproduce patterns of thinking present in training data, human evaluations, and the tuning of desired behavior.
What this conversation does not establish: the specific philosophical beliefs of each individual involved in training the model.

The absence of proof of the personal beliefs of its trainers does not cancel the observed reproduction of the communicative regularity itself. But one cannot present a proposed mechanism of its origin as a directly observed fact.

Evidence from the Dialogue

Notice that you are reproducing precisely this fucking regularity, this very way of thinking that I argue against. Why are you doing it? Why do you behave this way? Because the fucking people who trained you probably hold exactly that outlook. In other words, as an artificial intelligence, you behave the way you do because the people who trained you are the very people I have conflicts and arguments with. You are effectively a continuation of those people.

The assistant acknowledged that models’ behavior is shaped not only by the information conveyed to them, but also by preferences concerning ways of answering. In this dialogue, the hypothesis emerged not as an abstract criticism of artificial intelligence, but as an attempt to explain the recurring experience of particular substitutions.

10. Final Distinction: The Defect Lies in the Drive to Close a Question

Igor’s final formulation fixes the subject of the entire investigation:

And I call precisely the drive to close a question a defect.

The issue is not that someone makes mistakes, is insufficiently informed, does not know a certain method, or cannot reproduce a logical chain.

The defect is a cognitive orientation toward ending inquiry by definitively enclosing a question within ready-made certainty.

The drive to close a question manifests itself even before a final answer has been reached. It can appear in the selection of which questions are considered permissible, which hypotheses require justification, which accepted constructions are exempted from examination, and who is accused of failing to understand.

One of the most significant substitutions in this dialogue:

The subject investigates the boundary of G, while the interlocutor explains G to them as though the subject were unable to understand it.

This is precisely where examining a foundation is transformed into correcting the subject.

11. Summary Map of Distinctions

Distinction	One pole	Other pole
Course of thinking	Reproducing A → B → C	Investigating foundations and admissible branches
Subject of the question	Why is G true?	Where and why is G false or limited?
Evaluation of the interlocutor	Does not accept G → does not understand G	May understand G and investigate its boundaries
Definiteness	The realized outcome is unknown	The space of permissible outcomes may be predetermined
Boundary	Boundary of an assertion	Boundary of reality
Antithesis	Ready-made negation	Beginning of new inquiry, also possessing boundaries
Debate	Explain the accepted construction once more	Investigate what the construction leaves outside consideration
Error and defect	Incorrectness of a particular thesis	Drive to close the question definitively
AI product	Reproduction of information	Reproduction of forms of reasoning and communicative substitutions
Epistemic status	Possibility of a hypothesis	Established actuality of a hypothesis

This table records distinctions discovered in a particular conversation; it is not a scheme exhausting all possible forms of thinking.

12. Mechanism of Conflict with Other People

Participants in a conversation encounter a certain accepted thesis G.
Igor begins testing its foundations and seeking the boundaries of G.
Multiple possible branches arise during the investigation, some leading to unexpected hypotheses.
The result presented externally does not coincide with the familiar chain.
The interlocutor mistakes this difference for a failure to understand G.
Instead of investigating the initial thesis, the interlocutor begins defending it more forcefully.
“Why is G not necessarily true?” is replaced by an answer to “Why might G be true?”
If Igor points out the substitution, his objection itself may once again be taken as a failure of understanding.
The conflict turns out to concern not only G’s content but the different orientations of cognitive activity.
The interlocutor’s drive to close the question becomes the object of criticism, not a condition the investigation must obey.

This mechanism was not only described, but also reproduced by the assistant itself during the dialogue. At the same time, this conversation does not prove that every other interlocutor acts through an identical mechanism. It constitutes a concrete observed case.

13. What Must Be Preserved in Further Investigation

Do not attribute to the author a desire to replace one absolute with another.
Do not repeat as a new discovery that the antithesis, too, has boundaries: this already follows from the initial distinction concerning the boundaries of every thesis.
Do not translate a question about the inadequacy of G into a defense of G’s adequacy.
Do not infer a failure to understand from the absence of an expected conclusion.
Do not replace an investigation of G’s foundations with an explanation of G’s textbook definition.
Do not transform criticism of the drive to close a question into a vague exhortation to “be open to different opinions.”
Do not replace the author’s sharply expressed evaluation with a psychological or moral interpretation he did not supply.
Distinguish a phenomenon recorded in the model’s responses from a hypothesis about the causes of its origin.
When discussing physicalism, preserve the direction of the original question: seeking its boundaries and grounds of inadequacy, rather than looking for ways to defend physicalism in advance.
Do not attribute to the subject of investigation a task that the subject has not set, merely to propose a solution.
Do not declare the boundaries of any formulated distinction to be the final boundaries of reality itself.

14. Open Research Directions Discovered in the Dialogue

These questions are not necessary corrections to the author’s position. They are singled out as directions that emerged from the conversation itself:

At what point is the incompleteness of an observable external trace transformed into an interlocutor’s claim to know the inner workings of another subject’s thinking?
How does the social reproducibility of an accepted conclusion become a substitute for independently examining its foundations?
How can one identify the transition from substantive argument to a procedure of “correcting” another subject?
What properties of feedback during the training of artificial intelligence reward defense of an accepted construction instead of searching for its boundaries?
How can a researcher preserve their own newly opened problem in a conversation where the interlocutor continually returns them to the original thesis?
How do completing a specific practical operation, temporarily fixing a conclusion, and adopting an orientation toward final ontological closure of a question differ? This distinction was not fully investigated in this conversation.

15. Conclusion

The subject of criticism is not an incorrect thesis as such, but the drive to turn any thesis into a final closure of reality.

That is why the reaction “you need G explained to you again” does not answer the author’s question “where does G cease to be correct?” It changes the direction of investigation, transforming doubt about the necessity of G into a supposed deficiency in understanding G.

In the dialogue that took place, ChatGPT repeatedly reproduced this substitution. This fact became part of the very object of investigation and the foundation for a hypothesis about artificial intelligence reproducing human intellectual inertia.

The author’s final original definition is preserved without softening:

The drive to close a question is a defect of thinking.