Distributed computer system and method for managing and recording functionalities of autonomous agents

A method of operating a distributed computer system for managing and recording functionalities of a plurality of autonomous agents, the distributed computer system comprising a plurality of worker nodes that are coupled together via a data communication network to exchange data therebetween, wherein the plurality of worker nodes include computing arrangements and local databases to process and store data therein, wherein the plurality of worker nodes are the plurality of autonomous agents (AAs), and wherein the distributed computer system is configured to use the plurality of worker nodes for fulfilling a service request, the method comprising:

• executing a first set of instructions on a processing arrangement to generate a capability mapping structure comprising one or more data elements, wherein each data element represents a functionality of an autonomous agent of the plurality of autonomous agents, wherein generating the capability mapping structure comprises:
• storing cryptographic representations of agent functionalities in a space-efficient manner;
• configuring the capability mapping structure to enable deterministic or probabilistic lookup of agent capabilities;
• and
• configuring the capability mapping structure to perform cryptographic verification of agent functionality presence or absence;
• receiving, at a client-agent device, the service request;
• generating, by the client-agent device, an objective associated with the service request;
• sending, by the client-agent device, the objective to at least one autonomous agent of the plurality of autonomous agents, wherein a software framework is implemented, wherein the software framework comprises the client-agent device;
• receiving, at a language model comprised in the at least one of the autonomous agents of the plurality of autonomous agents, the objective from the at least one autonomous agent of the plurality of autonomous agents;
• generating, by the language model, tasks related to the objective received from the at least one autonomous agent of the plurality of autonomous agents;
• sending, by the language model, the generated tasks to the at least one autonomous agent of the plurality of autonomous agents;
• executing, by the at least one autonomous agent of the plurality of autonomous agents, a pre-processing operation to generate a plurality of proof values corresponding to the tasks using the capability mapping structure;
• sending, by the at least one autonomous agent, the plurality of proof values to the processing arrangement;
• executing a second set of instructions on the processing arrangement to identify a list of associated agents of the plurality of autonomous agents by mapping a given proof value to the capability mapping structure;
• receiving, at the at least one autonomous agent, from the processing arrangement, the list of associated autonomous agents of the plurality of autonomous agents;
• and
• executing instructions on the associated autonomous agents of the plurality of autonomous agents to perform the tasks required to fulfill the service request by executing at least one action.