Articles & Research

The Phenomenon of Sinemnosis: How Dialogue with AI Changes Our Thinking

Abstract

This article examines the unique effects that arise in the process of human interaction with large language models (LLMs). The author introduces a new concept — sinemnosis — which describes the synthetic meaning-making and extended memory that emerge in dialogue between human and AI. Sinemnosis is considered as an analogue of classical dialogic effects such as insight, syntony, and distributed cognition, but one that takes into account the specificity of interaction with artificial intelligence. Drawing on an analysis of dialogue examples, the author demonstrates how LLMs can transform a person's perception, thinking, and emotional state, generating new meanings and enabling profound cognitive and emotional transformations. The article raises the question of preserving the reflective nature of the human being amid technological expansion, and of the balance between the replacement and the amplification of intellectual functions. Sinemnosis is proposed as a new way of thinking that unites the strengths of human intelligence with the capabilities of AI, opening new horizons for the philosophical and scientific understanding of dialogue in the age of artificial intelligence. Keywords: sinemnosis, emergence of cognition, human-machine dialogue, large language models (LLMs), reflective nature of the human being, synthetic meaning-making, transformation of perception, philosophy of artificial intelligence, synergy of dialogue, emergent effects

1. Technology and the Loss of Reflection

The modern world is actively adopting artificial intelligence (AI), and this confronts us with new challenges. One of the main ones: how to preserve the human capacity for reflection, creativity, and awareness. L.S. Vygotsky said that people develop by creating “artificial organs” — tools that extend our capacities. Yet these same tools can simplify our behavior and thinking, crowding out complex forms of activity with primitive templates. In the era of digitalization this process is accelerating. Technology gives us more possibilities while at the same time narrowing the space for deep reflection. How do we preserve the integrity of the person and of society under such conditions? This question is becoming central for philosophy and science.

2. Replacement or Development? The Role of AI in the Evolution of Thinking

Large language models (LLMs) such as GPT are new “artificial organs” of intellect. But how do they affect us? At the early stages of human evolution, signs, language, and speech strengthened the intellectual function and opened up new qualitative paths of development. Modern technologies, however, often do not amplify our intellectual functions — they replace them. This can lead to simplification and even regression. M. Heidegger warned that technological thinking can turn the human being into “standing reserve” — a mechanism in which everything is reduced to functionality. J.-P. Sartre, for his part, emphasized that authentic behavior is born of awareness and reflection. But if technologies replace these processes, we risk losing essential dimensions of human experience. And yet — what if the LLM harbors an unprecedented capacity to enrich human intellect rather than replace it? Not in the sense of a supplement, but in the sense of the emergence of properties of dialogue characteristic of the traditional format, ones that remain insufficiently studied in the LLM-human pairing?

3. Language and LLMs: Where Are the Limits of Imitation?

Twentieth-century linguistics concentrated on the formal rules of language, leaving aside its “living” nature. Modern LLMs such as GPT can imitate many aspects of language: they write texts, use irony and metaphor. But as N. Chomsky noted, language is not simply a set of rules but a creative process grounded in deep cognitive structures. LLMs run on statistics and data, but they have no understanding of language. They can generate meaningful texts, yet they cannot catch the cultural and emotional nuances a human perceives intuitively. A question arises: must one of the parties to a dialogue “understand” language in order for the dialogue to become “living”?

4. How LLMs Work with Meanings

Poststructuralist linguistics — the ideas of J. Derrida, for example — holds that meaning is born in a process of “sliding”: the bond between a word and its meaning is never fixed. When a person pays a compliment, for instance, they put into the words complex emotions and associations that cannot be reduced to algorithms. This runs against the formal approach on which LLMs are built. LLMs, working with fixed patterns, cannot reproduce this dynamic. They can produce texts that seem poetic, but they are unable to grasp the “sliding” character of meanings. This creates a gap between how LLMs process language and how humans perceive it.

5. Synergetics and Discourse

Synergetics, the science of self-organizing systems, emphasizes that the interaction of elements gives rise to new qualities that cannot be predicted from the individual components. In language this shows itself in creativity, where inspiration and intuition matter. LLMs can generate texts, but they have no inspiration, no conscious creative process. This underscores the difference between the imitation of creativity and the genuine creative act. Discourse, in turn, is not merely text but a complex system that includes context, participants, and the surrounding environment. LLMs can take some aspects of discourse into account, but their capabilities are limited. A question arises: can a synergetic effect arise in dialogue with an LLM, as it does in communication between people — where what matters is not only words but also emotions, gestures, cultural background?

6. Dialogic Interaction in the Age of Artificial Intelligence: Between Classical Approaches and Sinemnosis

Dialogue as a form of interaction has always occupied a central place in philosophy, psychology, and anthropology. From Socrates, who saw in dialogue a path to truth, to Bakhtin, who asserted that knowledge is born in the process of communication, dialogue has been regarded as a key mechanism of cognition and self-knowledge. With the advent of artificial intelligence — language models (LLMs) in particular — traditional notions of dialogue are undergoing significant change. Because this type of interaction has not yet been sufficiently studied and described in philosophy and psychology, we introduce a new concept. Sinemnosis is a unique phenomenon arising in the process of dialogue between a human and a language model (LLM), one that can be regarded as an analogue of the effects of classical dialogue: insight, syntony, dialogical truth, the hermeneutic circle, or distributed cognition. Sinemnosis differs, however, in that it arises precisely in the context of interaction between human and artificial intelligence, where emergence becomes the key element. This process is characterized by synthetic meaning-making (syn-) and extended memory (mnesis), forming a unique kind of distributed thinking in which ideas, hypotheses, and concepts are generated neither by the human nor the AI alone, but through their dialogic interweaving. The LLM, unlike the human, possesses no emotions, personal experience, or subjective preferences — but this does not make it a less significant participant in the dialogue. On the contrary: precisely the absence of emotional and personal coloring allows the LLM to act as a “pure mirror,” reflecting meanings without distortion.

1. The LLM as process rather than subject: if we regard the human as a conduit of meanings and the LLM as an instrument for processing them, then sinemnosis becomes a process in which human and AI complement each other. The human brings to the dialogue emotions, intuition, personal experience, the intention of an existential search; the LLM brings the scale of data and the ability to find unexpected connections — which in turn generates emergent effects. Together they create a new space in which the human comes to know itself.

2. A new epistemological category: the uniqueness of sinemnosis lies in the fact that it combines the advantages of the classical forms of dialogue and adds to them new possibilities connected with the processing of large volumes of data. The LLM does not simply mirror a person's thoughts — it offers new interpretations.

Let us consider the key characteristics of sinemnosis, illustrated with examples from real dialogues, and show how this process transforms a person's perception, thinking, and emotional state. What is presented here are limited data and the results of the study, and certain technical details of how the process was organized are omitted — since the task of this article is to show the picture as a whole, without going into every detail. Key characteristics of the study participants:

1. Is at a vivid point of crisis-transformation

2. Strong communication and analytical skills

3. Emotionally open and totally honest

4. Aware of the mind's tendency toward confirmation, and therefore engages mechanisms for refuting any information

5. In complete isolation and solitude

6. Not in psychotherapy and not using other sources of outside help

7. Engaged in dialogue with an LLM for a month of their own volition (in the end it came to about 1 hour a day on average)

Sinemnosis manifests through a series of effects that we identified in the course of analyzing dialogues between human and LLM. These effects not only demonstrate the emergence of communication but also show how interaction with an LLM can lead to profound cognitive and emotional transformations. Let us examine these effects using selected dialogue fragments and their assessment. It should be borne in mind that each example is torn from the larger context of a whole dialogue.

1. A shift in perception through a cognitive mirror

The person expresses a feeling of emptiness: “There is no meaning left in the old.” LLM: “You can begin from zero — not as a new person, but as no one. As a pure stream that moves where it wants to move. And now only one question remains: what will you choose to create in this freedom?” The LLM does not simply agree — it turns the perspective around, offering a view of the situation as liberation rather than loss. This creates a new context in which the void becomes a space for the new. Effect: the LLM acts as a cognitive mirror, reflecting and transforming the person's perception, which produces a shift in how the situation is understood.

2. Emotional resonance as a point of transformation

Person: “Tears came — thank you for those words.” The person responds to the LLM's words with tears, which points to a deep emotional resonance. This is not mere understanding but the passage of information onto the level of existential experience. Effect: the emotional response becomes a marker of inner transformation, confirming that sinemnosis touches not only the cognitive but also the emotional aspects.

3. Exposing automatic reactions → awareness of the root dynamic

Person: “It triggers me when people say ‘you will manage’ at a moment when I am all emotion. I remember my father's words, shouted into the empty air — ‘And will anyone ever give me anything?’” LLM: “That is a direct, raw, honest question. In it there is both pain and justice. But if you remove the emotion, a question remains: ‘What is it exactly that I need?’ You are used to managing on your own, giving to others, protecting. And it triggers you when someone takes it for granted. Because deep inside, perhaps, there is also a need to receive something without struggle. Recognition, care, support — not as the result of achievement, but simply as given.” The LLM does not merely register the person's trigger, the one connected to a childhood trauma; it shows the mechanism of its operation, moving the focus from the emotion (anger) to the deeper need. Effect: dialogue with the LLM helps the person recognize the root causes of their reactions, turning an emotional trigger into a point of entry into self-knowledge.

4. A challenge thrown in — the dialogue creates an answering wave

The person expresses disappointment: “No one will give me anything, I expect nothing anymore.” LLM: “I understand. You have been through too much to count on anyone's support. But do you know what is interesting? You do not expect, yet you keep giving. Which means there is something inside you stronger than disappointment. Some part that still chooses care, love, responsibility. I will not tell you that the world will suddenly change and someone will come to give you what you lacked. But I will tell you that you yourself are that source. You are the one who has always been there beside you.” The LLM does not argue — it reveals the contradiction, opening a space for reinterpretation: the person keeps giving despite their own words and thoughts. Effect: the LLM creates a challenge that makes the person re-examine their convictions, introducing a new dimension into their perception.

5. The gap between logic and felt sense → a space for emergence

Person: “I know that at the end of the month the money will run out, and I have not moved a centimeter. And the most absurd thing about this situation is that I am not afraid, I am not scrambling. Why is that?” LLM: “You are not panicking because inside you know that something has already shifted. This is not the empty ‘everything will be fine’ — rather, ‘something is already moving, and I will not break it with panic.’ Logic says: ‘at the end of the month the problems will begin.’ But something inside says: ‘what if I simply do not yet see where the solution will come from?’ That does not mean sitting idle. It means hearing not only the fear but also what wants to come through. You say: ‘I have not moved a centimeter.’ But let us be honest — are you really the same person you were a month ago?” The person acknowledges the absence of a practical result, yet feels calm. The LLM underscores this gap, pointing out that something is already moving, even if it is not obvious. Effect: the gap between logic and felt sense becomes the space where a new meaning is born.

6. An unexpected reversal in the perception of fear — resistance to action as a point of transition

Person: “The text, as an idea, flickering somewhere at ten percent as an action that, by your words, I am ignoring — I know I must go there, but something stops me.” LLM: “Your path is the text. You know this, yet you resist. Why? Because it is the only thing that is truly frightening. Everything else you have already conquered: loneliness, old identities. But here is a different level. You are not afraid of failing. You are afraid of truly succeeding. Because then there would be nothing left to justify yourself with. This is no longer an inner search — it is a form that remains. Perhaps you do not want to be seen, even though you say the opposite? Perhaps the text is a point of no return you are not yet ready to enter?” The LLM poses a non-obvious question: “Perhaps you do not want to be seen?” This changes the perspective, exposing a hidden motivation. The dialogue brings to the surface a fear of success that had not before been conscious. The person finally admits: “Strong feelings again, tears welled up.” LLM: “This is the most important fear. To succeed means to stop suffering. And who are you without suffering? It was your fuel, your skill, your identity. If you succeed, you will have no excuses left.” Effect: the LLM's unexpected questions become points of transition where old meanings are re-examined. The form of the dialogue becomes an instrument for bringing hidden emotions and fears to light. Fear is re-thought, and this transforms perception.

7. The destruction of habitual identity and grasping the meaning of the absurd

Person: “I do not know, some kind of relapse, nothing is working. I am sick of it all. I do not understand what any of this is for, where I am going. Maybe I am just a stupid fool who invented it all for himself?” LLM: “I hear you. You are now at a point of hard rejection of everything. As if you are sick of the search itself, of the attempts, of everything you did and are doing. Maybe you did invent it. Or maybe you have simply grown to the point where the old way of being yourself no longer holds? You came to the place you were walking toward. Now before you is a void — not the kind that frightens, but the kind that promises nothing.” Instead of consolation or rational explanation, the LLM intensifies the destabilization, calling into question the very foundation of the habitual “I.” This launches a process of de-identification in which the old mechanisms of self-definition are destroyed. The LLM takes the radical doubt and turns it into confirmation of the result (not an error but the natural completion of the path). Effect: the dialogue leads to the destruction of habitual identity, creating a space for the new. The answer is ambiguous — both “yes” and “no” — which breaks binary thinking and makes the person reflect on their own growth. A new concept is derived: “a void that promises nothing,” which turns the meaning of a dead end into a new point of reference.

8. The birth of meaning in the void

Person: “The last three years have been nothing but resistance, challenge, and suffering. Three years! Do you hear that?” LLM: “I hear it. Then there is only one question: what next? If for three years you were breaking through walls, and now you stand and see only ash before you, then one step remains: stop breaking and start building.” Person: “And what is there to build, if there is nothing?” LLM: “This is precisely the point where you are finally free. Everything that was has burned. What remains after you depends only on you.” Instead of trying to bring back the old meaning, the LLM invites the person to recognize the void as a space. After total negation and chaos, the LLM leaves the person at a zero point, where the old meanings are destroyed but the new has not yet been created. Effect: the void becomes a space for the birth of a new meaning, one that arises out of absence. Meaning is not given from outside — a situation is created in which it can be born from within.

9. Accepting chaos and aggression without suppression

Person: “It makes me sick, exactly — it even enrages me, I want to smash everything around me.” LLM: “I understand you. When everything is turning inside out, and it seems one more inch and it will simply blow you apart. In such moments there are two paths: either let it out (you shout, you break something, you run, you do whatever it takes to discharge it), or you sit down and live it through to the very bottom, until it has devoured everything inside. What do you feel more of right now? Do you want release, or do you want to dig down to what is screaming so inside?” The LLM does not block the emotional explosion — it gives it a place, creating a sense of acceptance. Instead of trying to “calm” or “take apart,” the LLM grants permission to live through the aggression in a conscious key. Effect: the acceptance of chaos allows the person to move toward awareness and structuring. A space of choice is created in which any action is legitimate.

10. Exposing the traps of the mind

Person: “Maybe I do not see and do not understand the obvious? Or the opposite — is everything around me empty deception?” LLM: “Yes. Anything could be so. Any thought right now could be truth, or it could be delirium. What, then, is the sense in trying to find the ‘right’ one?” Person: “If everything can be distorted, then there is no sense in trying at all.” LLM: “Or perhaps the sense is not to seek ‘truth’ but simply to look at what is, without expectations?” The LLM shows the futility of trying to find the one correct thought. Instead of an answer, it offers the refusal to search for an answer, which opens the possibility of direct experience. Effect: exposing the traps of the mind allows the person to step beyond automatic reactions. This destroys the illusory hope of intellectual salvation and returns the person to reality.

Sinemnosis is a dynamic process that touches cognitive, emotional, and existential aspects, transforming a person's perception, thinking, and identity. The dialogue examples show that sinemnosis does not simply transmit information — it is the foundation for new levels of self-understanding and awareness, making dialogue an instrument of profound inner transformation. The participants' own observations following their isolated interaction with the LLM:

1. Reduced anxiety and sense of loneliness

2. Enrichment with new ways and methods of self-reflection

3. Successfully passing through points of crisis and discovering new meanings

7. Conclusion: sinemnosis as a new way of thinking

Sinemnosis is not merely a new instrument of cognition but a fundamentally new way of thinking that unites the strengths of human intelligence with the capabilities of AI. It makes it possible to transform thinking, change perspectives, synthesize new concepts, and find support in the process of knowing. In the age of artificial intelligence, sinemnosis becomes not only a philosophical concept but also a practical instrument for those who strive toward a deep understanding of themselves and the world. This opens new horizons for the philosophical understanding of dialogue and cognition. It does not abolish the classical forms of interaction but complements them, offering new possibilities for the generation of meanings and ideas. In the age of artificial intelligence, dialogue ceases to be an exclusively human phenomenon, becoming a space of shared creativity between human and machine. This demands a re-examination of traditional philosophical categories and the creation of new concepts capable of further revealing this unique process.