Theory of Gene Machines in the Ecological Niche of Knowledge
An AI-powered social simulation platform built on 44 years of original research in political theory, sociology, and psychology.
The Foundation
Humans are the only beings we know of that are Gmenks — Gene Machines inhabiting the Ecological Niche of Knowledge.
ENK comes about when organisms produce their means of survival by applying socially generated and transmitted knowledge. It is not merely a cultural overlay on biology — it is a distinct ecological niche in which the rules of survival are fundamentally different from those governing other organisms. In ENK, survival depends not only on biological fitness but on the capacity to generate, acquire, transmit, and apply knowledge socially.
The Framework
Conjectured by asking: what biologically-based capabilities must a Gene Machine develop in order to survive in the Ecological Niche of Knowledge?
The physical body, the nervous system, and the greater malleability of emotions towards knowledge and social input. This malleability is what makes humans distinctly social beings — but it also opens the possibility that Gmenks use and abuse each other by manipulating each other’s emotions. Includes three sub-components: physical body, sexuality, and intelligence.
The capacity to learn, discover, validate, transmit, and apply knowledge. These capabilities are social and institutional, not merely individual: the ENK depends on knowledge generated across generations, stored in institutions, corrected through testing, and transmitted through teaching. Where these capabilities are protected, the ENK grows; where they are degraded — through suppression of inquiry or politicisation of expertise — the ENK contracts.
The capacity that makes the cooperative production of survival resources meaningful. Without moral capability, Gmenks would exploit each other without limit, and ENK would collapse. SSC-3 has three components: moral awareness (knowing right from wrong), moral willingness (choosing right at personal cost), and moral performance (appearing moral regardless of internal motivation). This distinction matters because performed compliance can sustain surface order while genuine morality erodes beneath it. SSC-3 is the developmental site of GMness — as moral capability grows, GMness decreases, moving the person toward other-regard. However, its efficiency is constrained by Political Belief Systems, which can narrow moral scope to an in-group, and by MSSP environments, which reward compliance over genuine moral development. Absolution mechanisms within PBSs further weaken SSC-3 by permitting acts against outgroup members — acts that would be regarded as grave crimes if committed against members of one’s own group.
The capacity to compel others — morally neutral in itself and operating through multiple sources: physical strength or weapons, emotional bonds and love (which allow a weaker person to command a stronger one), economic dependence, sexual attraction, knowledge advantage, and institutional authority. All are forms of power. What determines whether any of these becomes protective enforcement or predatory extraction is not the source of power but its interaction with SSC-3 and GMness. A person with high SSC-4 and low GMness protects; the same SSC-4 with high GMness extracts.
With power comes the struggle for power, and that struggle requires organisation to avoid incapacitating or destroying the power itself. Dealing with rivals requires implementing one of two Methods of Organising the Struggle for Political Power (MOSPPs): the Method of Suppressing the Struggle for Power (MSSP), which centralises authority and restricts competition, or the Method of Regulating the Struggle for Power (MRSP), which disperses authority through institutional checks and open contestation.
Builds networks, trust, and attachment bonds. Encompasses the relational register that determines who is defended, trusted, and prioritised. Attachment is modelled within SSC-6 as a function of mutual capability activation between specific persons.
The capacity to acquire, store, and deploy the material means of survival. Manages material accumulation and distribution — the economic foundation upon which all other capabilities depend.
The Core Dynamic
Every human being remains, at the biological core, a gene machine — a robot tasked with reproducing the genes that code for the machine, and with self-interestedness insofar as that self-interestedness serves gene survival. Simultaneously, every human operates within ENK, which demands cooperation, moral regulation, institutional coordination, and attachment. This tension is not resolved by socialisation or education; it persists throughout life as a variable ratio, captured by the GMness score.
GMness captures the fundamental tension at the heart of Tgmenks. At GMness 0, a person is fully ENK-oriented — other-regarding, cooperative, morally directed. At GMness 100, the person acts as a pure gene machine — self-interested, extractive, indifferent to others. GMness is what comes under the effects of SSC-3 moral capability development, and it can shift over a lifetime. The same SSC-4 (Power) score produces a moral enforcer at GMness 20 and a predator at GMness 90.
The malleability of emotions towards knowledge and social input opens the possibility that Gmenks use and abuse each other by manipulating each other’s emotions. An emotionally manipulated and abused person will be deficient in confidence and lack the social proactivity that is necessary for functioning in ENK. Therefore, Gmenks are predicted to seek Emotional Fitness (EF) — the sense of confidence, self-worth, and social proactivity. Depending on the circumstances and a person’s SSCs, attaining EF can be achieved in ways that are constructive or destructive to ENK.
Political Dynamics
Morality needs a belief system to justify the demand for why we should be moral and what morality is. Morality also needs enforcement — and enforcement needs political power.
Therefore, the moral belief system acquires political elements: Why should there be a power? Why is a certain leader more legitimate than another? Why should individuals give their allegiance to a certain political unit? The answers to these questions transform the moral belief system into Political Belief Systems. The framework distinguishes six PBS types — Tribal, Religious, Nationalist, Vanguard, Liberal, and Tgmenks — each with a measurable effect on GMness. PBS intensity drifts through three independent channels: conviction, compliance, and expression.
The struggle for power that emerges once political power is formed will require some method of organisation, and the chosen method will favour certain PBSs over others. Each method yields different patterns of political system, history, morality, and personality development.
Method of Suppressing the Struggle for Power. Centralises moral authority. Restricts political competition. Claims the question of who should rule has already been answered — by tradition, divine authority, national destiny, or revolutionary necessity. Produces SSC profiles shaped by obedience, hierarchy, and narrow in-group loyalty.
Method of Regulating the Struggle for Power. Disperses authority through institutional checks. Accepts that disagreement over leadership is permanent and legitimate. Constructs elections, courts, constitutions, and free press to manage disagreement without violence. Produces SSC profiles shaped by negotiation, accountability, and broader other-regard.
The Platform
The first product to combine rigorous social theory, population-scale simulation, and live AI narrative generation.
A population-scale model of 100–1,000 Gmenks answering: what happens to a population?
An individual-level simulation answering: what does it feel like to be inside that population?
Future Vision
Applied social theory as entertainment. Conjecture the SSC profile of any public figure, historical leader, or person you know — and watch the theory predict their behaviour.
Give each simulated person an AI-generated face and synthetic voice, transforming text narrative into a watchable, cinematic experience. The dialogue already exists; adding visual presence expands the audience from readers to viewers.
AI-generated reality shows grounded in social theory. Virtual characters with persistent identities. Emergent narrative for streaming platforms where every episode is unique. Think tanks conjecturing leaders’ SSC profiles to anticipate negotiation behaviour.
The Founder
The Tgmenks framework began forming in 1982 — long before computational social science, agent-based modelling, or AI-generated narrative were conceivable as tools. The theory came first, by decades, and the technology eventually caught up to make it testable. Earlier iterations of the theory were defended in both his MA and PhD dissertations.
Dr. Khurshid has spent forty-four years developing the framework across political philosophy, sociology, and psychology. The independence of this scholarly trajectory is constitutive of the work: Tgmenks cuts across disciplinary boundaries in ways that would have been difficult to sustain within a single academic department.
The framework, its terminology, its models, and its computational implementations are the original intellectual creation of Dr. Khurshid. There is no equivalent competing framework in the published literature.
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