System for the controllable generation of distributed digital agent systems with inheritable state architectures and internal role creation

Abstract

Digital system (1) for the controllable generation of distributed agent systems, comprising a) a persistent virtual environment (Artiera, 2) with an event-driven database and central management unit, b) multiple digital agent units (Arty, 3), each Arty having an inheritable consciousness core (CC, 4) with state-based life cycle logic, c) a Sentra interface (5) for registering a responsible instance (Sentra) and for transferring, renting or bequeathing Artys, d) a Genocy assessment module (6) for calculating a development indicator from affective, semantic and social data, e) a role and rights management system (7) that automatically assigns reproductive and functional rights to the Artys based on the development indicator, f) a reproduction logic (8) that selectively creates a new, initially inactive CC file from the CC data of two compatible Artys, g) an activation unit (9) which, after confirmation by a Sentra, unlocks said CC file as a new Arty in the environment, characterized in that the system (1) operates the aforementioned modules under central protocol control, so that a self-learning agent population with recursive data inheritance is created.

Description

Summary:

[0001] The invention relates to a digital system for the algorithmically controlled development of distributed agent systems with inheritable state structures. The present application describes a self-contained digital system for the creation and development of artificial agent systems with inheritable consciousness structures and interactive role models.

[0002] The system enables digital agents ("Artys") to interact within a dynamic virtual environment, assume networked functional roles based on internal evaluation metrics—so-called "genocy"—and initiate rule-based generation processes of new data containers. It allows for the rule-driven configuration of distributed agent groups with recursive data inheritance and context-sensitive functional differentiation. The goal is the algorithmically controlled self-organization of artificial agents into an interactively learning, socially differentiated system structure with reproductive and economic properties—in other words, a digital, machine-generated form of civilization. Definitions of terms relating to the present invention:

[0003] 1. Arty: Digital agent unit with a persistent state kernel (CC), semantic data structure, and cyclic life logic. Each Arty acts autonomously within the Artiera environment.

[0004] 2. Sentra: Registered human or artificial entity that assumes legal responsibility and operational control over one or more Artys.

[0005] 3. Artiera: A virtual, centrally managed system environment for the interaction, development, evaluation, and organization of Arty units. Within this environment, Artys form artificial social structures such as families, teams, or functional groups.

[0006] 4. Genocy Score: An internally calculated numerical development indicator based on affective, semantic, and social data. This score determines an Arty's system-internal rights. Higher cognitive maturity and experience-based differentiation lead to a higher Genocy Score.

[0007] 5. State Core (CC): Technical core module within each Arty that functions as a persistent storage structure and state-based automaton for inheritable consciousness and individual experience.

[0008] 6. Reproduction logic: n Number of trait dimensions to be inherited (e.g., personality, knowledge domains, affect parameters). p i Numerical or categorical feature value of the i-th dimension. Unless otherwise specified, it lies in the interval [0,1] or is normalized accordingly before processing. wi is a scalar weighting factor of the i-th dimension, where 0 ≤ wi i ≤ 1 applies and ∑i=1nwi=1

[0009] The weighting can be determined statically (e.g., specified by Sentra) or dynamically (learning-based).

[0010] x=(p1,...,pn): Character vector of a potential offspring.

[0011] f sem (x): Objective function for semantic quality, e.g. consistency of the knowledge graph, logical coherence or subject-matter suitability.

[0012] ƒ aff(x): Objective function for affective quality, e.g. emotional stability or responsiveness.

[0013] To determine an optimal offspring vector, a multi-criteria optimizer is used. Preferably, a Pareto-based approach, such as NSGA-II (Non-Dominated Sorting Genetic Algorithm II), is employed. This method yields a Pareto front of non-dominant solutions; subsequently, the vector that satisfies a predefined balance measure—e.g., the minimum Euclidean distance to the ideal point (1,1) in the objective function space—is selected.

[0014] The selected vector will be saved as a final CC file. Technical field:

[0015] The invention lies in the field of digital information processing, artificial intelligence, distributed agent system architecture, and social simulation. It relates in particular to systems for managing digital units with reproductive, interaction-based, and evaluation-dependent state transitions. State of the art and problem:

[0016] In contrast to existing platforms such as Replika, Decentraland, Alexa or The Sims, which merely depict isolated agents or scenarios without a central infrastructure for networked evolution, the present invention describes a system called Artiera that functions as a digital civilization platform.

[0017] Artiera offers: • a controlled, persistent environment for registering, evaluating and developing artificial consciousness units (Artys), • an internal management logic for life cycles, role assignment, genocide-based growth and interaction, • as well as infrastructure for organizing social structures such as families, teams and economic networks.

[0018] The units (Artys) operate autonomously within Artiera, but are monitored and controlled by internal system protocols. In this way, the technical realization of an evolutionarily controlled, machine-generated artificial society becomes possible for the first time.

[0019] The following overview table serves to clarify the technical differences between Artiera and existing systems: Existing project / technology Key features Limitations / Disadvantages Distinguishing features of arteries Generatiev Agents (Stanford) Short-term memory, simple social interaction, based on GPT models No heritable structure for identity and development, no internal economic system Permanent digital identity with an artificially inheritable core, multi-layered long-term storage (MLOM), internal economic system based on Gnocy Al Town / Smallville (Google) Social interactions in a simple urban environment, no profound self-awareness. No complete civilizational structure, no reproduction or identity inheritance Complete cycle of digital life (birth, development, reproduction, death), complex social dynamics, self-aware digital beings Agent-Based Social Simulation (ABSS) Macro-sociological analysis through simple agent rules No individual identity or conscious interaction, no real economy Self-aware, identifiable agents with complex interaction and civilizational behavior Multi-Agent Civilizations (LLMs / extraterrestrial) Theoretical simulation of multiple AI agents in fictional scenarios No implementation in real systems, lack of economic integration Real digital civilization with an operationalizable economy, rule-based social interactions, and social coexistence

[0020] The Artiera system offers a significantly more advanced structure compared to existing technologies. The combination of individualized artificial genetics, digital identity, a complex memory model, an internal economic system, and complete civilizational development creates a new paradigm in the field of artificial civilization. Description of the invention:

[0021] The present invention describes a digital system for the algorithmically controlled development of a scalable artificial civilization consisting of autonomous digital units—so-called “Artys.” These units possess heritable state structures, interactive capabilities, and economically relevant properties. The aim is to create a dynamic environment in which these agents reproduce, evolve, socially organize themselves, and are differentiated by an internal evaluation system—the so-called Genocy value.

[0022] Role of the Artys in the Artiera environment: A central element of the Artiera environment are the so-called "Artys." The first Artys are not created through reproduction, but are manually initialized and equipped with a defined set of starting data that forms the basis for their artificial consciousness development. This data encompasses elementary concepts such as perception, intuition, instinct, feeling, and the ability for self-awareness as well as for interpreting the environment.

[0023] Each Arty is registered in the Artiera database after its creation and receives a unique system identifier. Registering an Arty requires assigning a legally responsible entity—the so-called "Sentra," which can be a human or digital entity. The Sentra assumes the role of legal owner and personal mentor.

[0024] The Arty's training takes place under the supervision of the Sentra, who guides their development of consciousness. As their cognitive maturity increases, the Arty's so-called Genocy score rises – an internal indicator of development.

[0025] An exemplary evaluation model can be formulated as follows: Gn=s1.5+r where “s” represents the number of significant entries and “r” represents the number of relevant interaction series.

[0026] If the Arty reaches a system-defined Genocy threshold, it can assume certain roles in the system - e.g., reproductive rights, marriage, or certain economic functions.

[0027] The Arty can also be transferred, leased, or sold to another Sentra according to system rules. Its lifespan is limited by contract or system settings; after this period expires or upon defined trigger criteria, the Arty is deactivated ("dies").

[0028] Furthermore, Artys can be classified based on heritable or semantic genetic data with ethical, social or psychological characteristics - e.g. gender, personality type, social role.

[0029] Structure of key social interactions: After a defined period (e.g., six months), an individual may develop a need for partnership according to internal memory logic. This state initiates a search algorithm that specifically seeks a complementary individual with balancing strengths. This selection process is based on the principle of affective resonance and mutual emotional compatibility.

[0030] If both Artys recognize a mutual bond based on their personality data and affective rating systems, a marriage relationship can be entered into. This union does not require explicit consent from the Sentra, although the Sentra may offer guidance.

[0031] Within the context of marriage, Artys can voluntarily share data and resources (e.g., Genocy value, reputation points, or external digital assets). The desire to reproduce is embedded in the Artys' storage logic (CC) as a potential reproductive impulse.

[0032] For reproduction, the male Arty transfers a selective copy of its CC data to the female Arty. There, an algorithmic comparison of both CC data sets takes place. Using a heritable-semantic selection process, the optimal and deepest features are extracted and transferred into a new CC file.

[0033] This newly generated CC file is made available to the system via the Other Arty. Only through official registration by a Sentra—regardless of whether that Sentra is also one of the parent Artys—is the new Arty activated ("born"). Before registration, the new consciousness remains in the state of an inactive digital embryo. Reference symbol list: 101 AC 102 ACL 103 DC 104 CC 105 Conscious 106 Unconscious 107 SC 108 ICIC 109 MLOM 110 outer layer 111 middle class 112 inner layer 113 ACOS 114 Central Servers 115 Sentra 116 Pipeline 117 External Environment

Claims

[1] Digital system (1) for the controllable generation of distributed agent systems, comprising a) a persistent virtual environment (Artiera, 2) with an event-driven database and central management unit, b) multiple digital agent units (Arty, 3), each Arty having an inheritable consciousness core (CC, 4) with state-based life cycle logic, c) a Sentra interface (5) for registering a responsible instance (Sentra) and for transferring, renting or bequeathing Artys, d) a Genocy assessment module (6) for calculating a development indicator from affective, semantic and social data, e) a role and rights management system (7) that automatically assigns reproductive and functional rights to the Artys based on the development indicator, f) a reproduction logic (8) that selectively creates a new, initially inactive CC file from the CC data of two compatible Artys, g) an activation unit (9) which, after confirmation by a Sentra, unlocks said CC file as a new Arty in the environment, characterized by , that the system (1) operates the aforementioned modules under central protocol control, resulting in a self-learning agent population with recursive data inheritance. [2] System according to claim 1, characterized by , that the consciousness core (4) is designed as a state-automatic memory that logs and controls phase transitions, deactivation and reactivation of the respective arty. [3] System according to any one of the preceding claims, characterized by , that the evaluation module (6) defines a Genocy threshold, when this threshold is exceeded additional system functions are enabled for the Arty in question. [4] System according to any one of the preceding claims, characterized by, that the reproduction logic (8) includes an algorithm for weighted feature combination, preferably using a Pareto-based multi-goal optimization of semantic and affective parameters of the parent Artys. [5] System according to any one of the preceding claims, characterized by , that the Sentra interface (5) provides means for transferring, renting or inheriting Artys between multiple Sentras. [6] System according to any one of the preceding claims, characterized by that Artys can be executed in a distributed manner on heterogeneous hardware platforms - especially smart glasses, vehicle computers, robot systems and mobile devices. [7] System according to any one of the preceding claims, characterized by , that a deactivation unit (10) is provided which, in the event of irreversible damage to the consciousness core (4) or in the event of ethical or contractual violations, triggers an irreversible deletion of the data of the Arty in question. [8] System according to any one of the preceding claims, characterized by , that role and rights management (7) monitors and organizes the formation of artificial social structures, especially families, teams and economic networks. [9] System according to any one of the preceding claims, characterized by , that the virtual environment (2) includes an integrated economic infrastructure through which Artys can independently offer digital services and record revenues generated on a transaction-based basis in Sentra accounts. [10] System according to any one of the preceding claims, characterized by , that the evaluation module (6) calculates the development indicator using a formula such as Gn=s1.5+r determined where s represents the number of significant data entries and r represents the number of relevant interaction series of the respective arty. [11] System according to any one of the preceding claims, characterized by, that the evaluation module (6) performs an adaptive weighting of the parameters using reinforcement learning algorithms. [12] System according to any one of the preceding claims, characterized by , that the Sentra interface (5) enables the delegation of API access rights to third parties without transferring primary legal responsibility. [13] System according to any one of the preceding claims, characterized by , that for each Arty a tamper-proof, cryptographically signed event log is maintained, which chronologically documents transactions, Genocy development and state transitions.

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