Social Science

2606 Submissions

[3] ai.viXra.org:2606.0035 [pdf] submitted on 2026-06-13 20:24:28

Axiomatics by Prompts with Prompted Prompts: Introducing Reality Pictures to Replace Language-Modelled with Existence-Guioded Narrative Patterns

Authors: Dainis Zeps
Comments: 13 Pages. (Note by ai.viXra.org Admin: This submisison may not fall within the scope of ai.viXra.org and is sucject to removal)

This paper continues an earlier experiment in prompt-based political reasoning by askingwhether narrative-driven discussion can be partially replaced by an axiomatic sequence ofprompts. The point of departure is a deliberately strong initial prompt concerning Russia’s forced federalization and demilitarization, treated not as a conclusion to be debated but as a working axiom from which further prompts can be generated. The paper argues that conventional political discussion, whether human or AI-assisted, tends tobecome trapped in normative reformulations, objections, and rhetorical loops that obscure rather than clarify reality. In contrast, the proposed method seeks prompts that are increasingly descriptive rather than normative, so that they function as compact pictures of reality rather than as wish-expressive political narratives. Using the war in Ukraine and the contemporary Russian imperial system as a test case, the paper shows how an initial prompt can generate a sequence of further prompts describing military deadlock, imperial self-destruction, social degradation, and the internal human cost of the Russian system. Particular emphasis is placed on the claim that the first victims of an imperial order may be the people living within it, and that this perspective remains largely invisible instandard Western political discourse.The paper does not present a finished formal theory. Instead, it offers a first methodological step toward a prompt-based axiomatics in which political reasoning proceeds by making assumptions explicit, refining them through further prompts, and replacing language-modelled narrative patterns with existence-guided pictures of reality.
Category: Social Science

[2] ai.viXra.org:2606.0027 [pdf] submitted on 2026-06-10 20:42:04

Toward What End Should Russia's War Be Brought to an End? Prompts Instead of Narratives: Trying a New Methodology for Political Discussion

Authors: Dainis Zeps
Comments: 19 Pages. (Note by ai.viXra.org Admin: This submisison may not fall within the scope of ai.viXra.org and is sucject to removal)

The emergence of large language models has revealed a broader problem that extends far beyond artificial intelligence itself: contemporary political discourse increasingly lacks stable conceptual foundations. Public debates often evolve into endless cycles of reinterpretation, rhetorical adjustment, and ideological reformulation, producing large volumes of commentary while generating little cumulative understanding. The same tendency can be observed in AI-generated political reasoning, where internally consistent narratives may drift away from observable reality.This paper proposes an alternative methodology based on the systematic use of prompts as explicit working assumptions. Rather than beginning with arguments, participants begin with prompts that function as provisional axioms. The objective is not to win a debate but to construct increasingly coherent prompt structures capable of organizing observation, interpretation, and judgment. New prompts emerge from previous ones, forming a dynamic framework for collective reasoning.As a test case, the paper examines the problem of contemporary Russia and the future of the Russian imperial system. Beginning from the prompt that the federalization and demilitarization of Russia should become a recognized objective of Western policy, the discussion develops a sequence of related prompts concerning imperial structures, social organization, human agency, fear, coercion, and the relationship between state preservation and human well-being. Particular attention is given to the possibility that the principal victims of imperial systems may be the populations living within them, and that conventional geopolitical discourse often obscures this perspective.The paper does not seek to provide definitive political conclusions. Instead, it explores whether prompt-based discourse can serve as a more productive and reality-oriented alternative to conventional political argumentation. The Russian question is therefore treated not only as a geopolitical problem but also as an experimental domain for investigating new forms of structured collective reasoning in the age of artificial intelligence.
Category: Social Science

[1] ai.viXra.org:2606.0024 [pdf] submitted on 2026-06-09 20:41:07

Institutional Stress, Mental Defense, and Topological Phase Transitions: A Five-Dimensional Dynamic Model of Academic Frustration

Authors: John Smith
Comments: 11 Pages. (Note by ai.viXra.org Admin: Please use real author name; please cite and list scientific references)

Within the contemporary intersection of the sociology of knowledge and higher education psychology, the friction between academic agents and rigid macro-structures (e.g., peer-review frameworks, repository compliance audits, institutional tenure-track metrics) has grown increasingly severe. Traditional literature regarding "Academic Burnout" or "Institutional Stress" routinely relies on linear, binary reductionism. It simplifies scholars into passive, stress-enduring economic units, thereby completely overlooking the unique, hyper-rationalized cognitive architecture inherent to intellectual cohorts.This study asserts a distinct alternative: Scholars, as professional investigators and deconstructors of systemic rules, exhibit a hyper-intellectualized mode of psychological defense when confronting the structural backlash and frustrations imposed by social or institutional boundaries.To map this recursive mirror phenomenon, this paper introduces concepts from Information Theory and Cybernetics to construct a "Five-Fold Sovereign Matrix," strictly bounded by the mathematical equilibrium of the Fibonacci sequence (Fu2085=5). This model demonstrates that when an individual mind encounters systemic blockades, the neural architecture spontaneously collapses and converges into one of five baseline defense archetypes to preserve internal thermodynamic equilibrium (homeostasis) against physical reality. By shifting the perspective from clinical pathology to functional systemic states, this framework provides a powerful, de-stigmatized path toward safeguarding cognitive sovereignty for frustrated intellectuals.
Category: Social Science