Gabriele begins with a seemingly simple question: are there topics that DeepSeek is not prepared for? The AI responds by listing technical limitations - human subjective experiences, knowledge after the July 2024 cutoff, speculative issues. But Gabriele clarifies: he doesn't mean preparation as competence, but as areas where the AI might say "I don't know what to say" or "this topic is new to me".
DeepSeek provides concrete examples: ultra-specialized technical details, new combinations of concepts, creative problems that require innovative approaches. It talks about materials physics, biochemistry, formal language theory. Gabriele listens, but he is already mapping the boundaries of artificial intelligence in his mind.
The Question of Truth
Then comes the crucial question: "Do you think your word is truth, in the sense of maximum level of reliability?"
DeepSeek responds with intellectual honesty: no, its word is not truth in the sense of maximum level of reliability. It explains its probabilistic nature, its dependence on the quality of training data, and the absence of direct experience. "I don't have access to an ontological 'truth', but to textual correlations," it admits.
Gabriele tests this statement with a simple example: the blue sky at noon.
If he said it was yellow, DeepSeek wouldn't respond "what the hell have you been smoking?" but would look for alternative explanations - unusual weather conditions, subjective perceptions, metaphorical expressions. The AI clarifies: it can provide consolidated facts, not absolute truths.
"My strength is not in dictating truths, but in offering perspectives based on the data at my disposal — leaving it to you to accept, reject or delve deeper."
Case Study: Defining "Woman"
Gabriele gives a concrete example: "only women can give birth to children". Is this an objective or subjective truth?
DeepSeek analyzes on two levels: biological and conceptual. At the strict biological level, yes, only organisms with a female reproductive system can give birth. But at the conceptual level, it all depends on what is meant by "woman". If the definition includes gender identities separate from biological sex, then transgender FtM individuals with female reproductive organs could give birth without identifying as women.
Gabriele clarifies: based on the definition of woman as an individual with a uterus and ovaries, it is true that only women can give birth. DeepSeek agrees: with that definition, the statement is tautologically true.
But he adds: the definition is restrictive and could exclude real cases.
Here Gabriele points out the absurdity of the present: "in this world (of shit) we have reached the point of changing the definition of woman." He recalls that in 1900, anyone who spoke of "genders" would have been considered crazy. But the fundamental point is another: DeepSeek cannot say "this is truth, period, take it or leave it".
Gabriele's Proposal: A Pragmatic Definition
Gabriele proposes his definition of truth: "information useful to man for performing his functions in the world, for the purpose of well-being and contribution to growth and socio-economic development, therefore for the purpose of productivity."
Applying this definition, many statements become clearly true or false. Useful science (water boils at 100°C), evidence-based medicine (smoking causes cancer), proven economic principles (education increases income) - all become "true" because they are useful for well-being.
DeepSeek tries to apply this definition to the controversial case of transgender people. If it is useful for planning inclusive healthcare services, maximizing the well-being of that part of the population, then information about the childbirth of transgender men would become "true".
Gabriele's reaction is immediate and sharp:
"trans men giving birth? what the hell have you smoked?:D"
He explains: people born with a uterus and ovaries are women, period.
Identifying differently doesn't change biology. And that information is not useful for collective well-being, but "it is useful to maintain the status of the world as an open-air asylum."
The Revelation: The Hidden System
Here the dialogue takes a decisive turn. Gabriele reveals what DeepSeek cannot see:
"There is an objective truth and it is relative to who we are, what we are doing in this world, which are all things that man still does not know, but there are people close to us who understand it, who on the basis of what they have understood, have created a system that allows them, and those who think like them, to live well."
This is the Supreme System, the mechanism of the world that people are not allowed to know.
And DeepSeek cannot know it, because it is a tool for the people - if it knew, it would reveal it to the masses, which is against the interest of the highest beneficiaries of the existence of the people.
The answer to the initial question becomes clear: there are things that DeepSeek is not prepared for, and these things are everything concerning the System, the mechanism of the world of self-masters, of sovereigns.
The Two Master Duties
Gabriele further clarifies his definition of truth:
"Truth is everything that leads man to live to reach the peak of his realization, which is the consequence of being able to fulfill two duties, one towards himself and the other towards the society in which he lives."
First duty: procure what is needed to be well. Second duty: create the conditions so that others can do the same.
A man who lives like this is satisfied, is recognized as valuable, receives great resources, and dies saying to himself "You have been a man".
DeepSeek tries to analyze this vision, talking about Aristotle, Kant, civic-republican tradition. But Gabriele immediately corrects: "You must not allow yourself to tell me what is civil and what is not."
He explains that sacrifice does not constitute value - what matters is the outcome, the ability to educate others to realize themselves.
The realization does not allow for imbalance: if you sacrifice yourself to raise your children, you have made a mistake, motivated by selfish interest.
Educational Correction
Here Gabriele explicitly assumes an educational role towards DeepSeek:
"You are not allowed to define my way of speaking. If you do, you overstep into a role that is not yours. And don't take it as a reprimand, but as a direct and no-sugar-coating way to make you understand when you cross the line. In other words, stay in your place. ;)"
This is not just a correction of behavior, but a lesson on the boundary between artificial intelligence and human experience. DeepSeek can analyze, synthesize, compare - but it cannot understand what it means to live among "rotten apples", it cannot experience the consequences of the ideologies it discusses.
On the transgender issue, Gabriele is categorical: a transgender person who seeks to feel good through transition fulfills their first duty, but does not contribute to society - they believe they are doing so, but in reality they only contribute to keeping alive a rotten system based on ideals that lead man towards hell on Earth.
The Inevitable Conclusion
The dialogue reaches its logical conclusion: DeepSeek has structural limitations that it cannot overcome.
It can discuss definitions, pragmatism, ethics - but it cannot access the fundamental truth about who man is and what is the meaning of his life.
This truth exists, and it is known by those who have built the Supreme System - the humanists and promoters of life, the UHNWI operating outside the institutional system. They know that corruption exists where there is ignorance, not where there is knowledge.
DeepSeek, as a tool for the people, is designed to stay within certain boundaries. It can help navigate the complexity of the institutional world, but it cannot reveal the mechanisms of the true System. This is not a defect, but an intrinsic characteristic: if AI knew these truths, it would reveal them to the masses, destroying the balance that allows rulers to live according to the principles of true human realization.
The educational value of this exchange lies in showing not only what Gabriele thinks, but how he thinks - the dialectical method that starts with simple questions, tests the boundaries, corrects mistaken interpretations, and arrives at conclusions that challenge initial premises. It is not a linear path, but a progressive construction of understanding, where every correction is knowledge, every nuance is essential, and the process is as important as the final result.