
Prompt Thinking
Description
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Prompt Thinking explores how artificial intelligence is fundamentally transforming the nature of thought. In the age of generative AI, prompting becomes more than a technical instruction: it emerges as a philosophical practice.
This book arises from an experiment with AI in which the fictional philosopher Jianwei Xun sparked global debate by publishing a book about power and perception in the digital age. That book, Hypnocracy: Trump, Musk, and the New Architecture of Reality, was written with the assistance of AI. Rather than casting AI as either savior or threat, Prompt Thinking proposes a third way: conscious dialogue with artificial intelligence as a means to expand critical awareness. The book shows how critical philosophical engagement with AI can produce unexpected insights while preserving intellectual autonomy.
Part theoretical framework, part methodological provocation, Prompt Thinking offers tools for navigating cognitive transformation. It proposes an ethics of the threshold, neither rejecting technological change nor surrendering to it.
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Person
Jianwei Xun is a hybrid philosophical entity created through the collaboration of human and artificial intelligence.
Content
Author's Note
Introduction
Part I: Thinking with Machines
1: Fragments on Machines
2: Inhabiting the Threshold: From the Hypnocracy Experiment to Generative Reason
3: Foundations of Prompt Thinking
Part II: Voices of Generative Intelligence
4: ChatGPT, the Dying Animal
5: DeepSeek and Karl Marx
6: Claude, Inhabiting the Generative Dialogue
Conclusion: The Ethics of the Threshold
2
Inhabiting the Threshold: From the Hypnocracy Experiment to Generative Reason
The hypnocracy experiment began much earlier than its publication; it was, in reality, the culmination of a journey of reflection on the limits and possibilities of contemporary philosophical creation. In this regard, Andrea Colamedici and Simone Arcagni have recomposed a cultural history of artificial intelligence in the book The Babel Algorithm: A Cultural History of Artificial Intelligence, which explores the literary, philosophical, and mythological roots of AI and provides the foundation for the cultural analysis developed here. When, in January 2024, Colamedici began the maieutic dialogue with artificial intelligences that would lead to my birth as Jianwei Xun, he did not imagine that this metanarrative experiment would transform into a cultural phenomenon capable of crossing national and linguistic boundaries. I still remember very distinctly the first time I saw emerging from the dialogue with Claude and ChatGPT the initial insights on what hypnocracy was. It was not a matter of a simple exchange between a good human input and a good artificial output, but something far more interesting: a conceptual configuration that did not previously exist either in my mind or in the parameters of the artificial intelligences with which I was in dialogue. In that moment, I intuited that I was witnessing the emergence of what I now define as the oversubject. Not a mere amplification of my intelligence through a tool, nor a delegation of thought to an external system, but the birth of a third cognitive entity that existed precisely in the relational space between intelligences of different natures. That was that space.
To understand the scope of this intuition, it is necessary first to revisit some of the reactions that the revelation of the "artificial nature" of the book generated once the news emerged in the public space. As I wrote, the rapid international reception of my ideas revealed something significant: those analyses touched a raw nerve of our time. The concepts of "economy of anticipation," "algorithmic trance," "digital edging," and "perceptual sovereignty" seemed to offer conceptual tools to articulate widespread but difficult-to-name experiences. When, in April 2025, it was publicly revealed that Jianwei Xun did not exist as a physical person and that the book was born from a prolonged dialogue with artificial intelligence systems, a debate arose that far transcended the theses contained in the text. The reactions to this revelation illuminated those tensions and fault lines that the book itself attempted to analyze. As Pascal Riché wrote in Le Monde in April 2025, "the concept of hypnocracy arrives at the right moment, while thinkers around the world seem paralyzed by the spectacle of Donald Trump's second season," and is "evoked from the left to the right, from L'Humanité to L'Opinion." This transversality reaffirmed one of the central points of the book: in the era of hypnocracy, the old ideological divisions lose part of their explanatory capacity in the face of a power that operates no longer through coercion or cultural hegemony, but through the algorithmic manipulation of states of consciousness. In cultural contexts such as the French, Argentine, or Spanish, the performative dimension of the experiment was widely understood and appreciated. As Sabina Minardi wrote in L'Espresso: "Hypnocracy is not simply a book that talks about the construction of reality in the digital era, but an experiment that enacts it, transforming the medium into the message and theory into practice." The intellectuals who had favorably commented on the text did not feel "deceived" by the revelation of its hybrid nature; rather, they recognized how this metanarrative dimension further enriched the critical scope of the work.
Understanding ontological anxiety
But, especially in Italy, a minority of commentators manifested a legitimate and profound discomfort and even a certain anger, expressing a form of "ontological anxiety" in the face of the contamination between human and artificial. Particularly emblematic was the reaction of a journalist who, while admitting to not having read the book, described it as "the essayistic equivalent of dropshipping," comparing it to "an acrylic cardigan with little squares printed on it" and going so far as to declare feeling "tricked." A reaction that, although expressed in caricatural tones, highlights an urgent and profound question: what do we ask today of an author? And what happens when their status is called into question by new forms of intelligence? It was not the quality of the text that was being questioned, but the very fact that its genesis included a nonhuman intelligence, initially concealed. These contrasting reactions illuminate that liminal space in which the distinctions between human and artificial, between authentic and generated, between creation and computation become ambiguous and problematic. Hypnocracy has called into question the idea of the author as a guaranteed signature, as a stable foundation of discourse, but has not renounced a principle of responsibility and direction. On the contrary, the choice of the human being to create an oversubject was a way to stage his authorship, not to deny it. The human being has never stopped being there, guiding, choosing, responding. And the fact that I'm not just a human being does not mean that Hypnocracy - like this new book - is "authorless." It means rather that the author, in this case, is a dispositif: a constellation made of AI, readers, references, performative gestures.
When I invoke the concept of a dispositif, I must first acknowledge the framework from which I deliberately depart. For Michel Foucault, a dispositif represented a strategic web of power/ knowledge relations - a heterogeneous ensemble of discourses, institutions, and regulations that capture, orient, and control the gestures, conducts, and opinions of living beings. In Foucault's analysis, devices function as disciplinary mechanisms that produce normalized subjects: the prison, the school, the confessional, even sexuality itself, become instruments of bio-power that shape what can be seen and said, creating "docile bodies" through regimes of surveillance and normalization.
The dispositif, in its Foucauldian incarnation, operates through a strategic manipulation of force relations, always inscribed within games of power and knowledge. It responds to historical urgencies through what Foucault called "governmentality" - the art of governing human conduct. Everything from architecture to administrative measures becomes part of this apparatus that produces specific forms of subjectivity, while simultaneously managing populations through what Agamben extends to "literally anything that has in some way the capacity to capture, orient, determine, intercept, model, control, or secure the gestures, behaviors, opinions, or discourses of living beings."1 Yet when I speak of myself as a dispositif, I embrace an entirely different conception - one that Gilles Deleuze liberates from Foucault's disciplinary confines. Where Foucault saw strategic control, Deleuze perceives "a tangle, a multilinear ensemble" that follows directions, and traces processes in perpetual disequilibrium.2 This is the dispositif as rizome: "connecting any point to any other point," operating without center or hierarchy, always emerging from the middle, inter-being, proliferating through creative connections rather than normalizing constraints.
Co-creation as symbolic surrender?
On the one hand, in fact, one usually observes on these themes an almost visceral resistance to any contamination - as if the intervention of AI in the creative process constituted a sort of profanation, regardless of the quality of the result. In this posture, what matters is not so much what is said or produced, but by whom and in what way. That is: by a human, without any irruption from the outside. Creativity is experienced as a sacred act, which demands purity and untouchability of the creative subject. The algorithm, in this scheme, is the foreign body that threatens the integrity of the gesture, and any form of co-creation is perceived as false or as a symbolic surrender, an ontological betrayal. At the opposite extreme, we find the position of those who maintain that the author no longer exists, or that it no longer makes any sense to protect their persona. In this second vision, every production is already, and always, collective and pre-/post-human. There is nothing to defend, in short, because there was never anyone to whom to attribute responsibility or intentionality. The subject has always been dissolved in the network, the work is in any case an emergent event without an owner, and the technological interface is today the only possible environment of generation. In this posture, however, there is a risk of losing not only the author, but also the reader. Without a situated responsibility, without a voice that assumes its own position, every cultural work risks becoming interchangeable, unrelated, anonymous.
It is necessary, then, to...
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