Interoperable Composite Data Units for use in Distributed Computing Execution Environments
Disclosed implementations provide executable data, such as artificial intelligence models that can be owned, traded, and used in various execution environments. By coupling a model with a strictly defined interface definition, the model can be executed in various execution environments that support the interface. Coupling the model with a non-fungible cryptographic token allows the model and other components to be owned and traded as a unit. The tradeable composite units have utility across multiple supported execution environments, such as video game environments, chat bot environments and financial trading environments. Additionally, the interface allows for the creation of pipelines and systems from multiple complementary composite units.
1 . A composite data structure recorded on non-transitory computer readable media for providing a computation model that can be applied in multiple execution environments, the data structure comprising:
an execution pointer specifying execution data which specifies predetermined processing
an interface definition module including a pointer to an interface definition associated with the predetermined processing; and
a database pointer including a pointer to a database entry associated with the execution pointer.
2 . The composite data structure of claim 1 , wherein the interface definition specifies a finite set of inputs and outputs for the predetermined processing.
3 . The composite data structure of claim 2 , wherein the execution data is stored in a data structure that is external to the composite data structure.
4 . The composite data structure of claim 2 , wherein the database pointer points to a token stored on a decentralized ledger.
5 . The composite data structure of claim 4 , wherein the token is a non-fungible token (NFT).
6 . The composite data structure of claim 2 , wherein the database pointer points to a data filed in a centralized database.
7 . The composite data structure of claim 2 , wherein the execution data is stored one or more uni-dimensional and/or multi-dimensional matrices.
8 . The composite data structure of claim 2 , wherein the execution data includes an Artificial Intelligence (AI) model.
9 . The composite data structure of claim 8 , wherein the AI model includes a learning module.
10 . The composite data structure of claim 8 , wherein the execution data includes a learning module.
11 . The composite data structure of claim 2 , further comprising a multi-dimensional input value matrix which holds multiple entries that can be mapped to input variables within the execution data.
12 . The composite data structure of claim 2 , wherein the computational model represents activity of an entity in a video game, a metaverse, or an interactive web experience.
13 . The composite data structure of claim 10 , wherein the interface definition specifies actions that can be taken by the entity and rules which affect the composite data structure.
14 . The composite data structure of claim 10 , wherein the input value matrix represents modifiers on execution environment parameters.
15 . The composite data structure of claim 11 , wherein the multiple values of the input value matrix represent attributes of the entity.
16 . The composite data structure of claim 10 , wherein the multiple values can be changed as a result of entity activity.
17 . The composite data structure of claim 1 , wherein the composite data structure is stored in a treelike structure that links the composite data structure with other composite data structures.
18 . The composite data structure of claim 1 , wherein the database pointer comprises a collection of pointers, wherein each pointer points to a collection of execution data and wherein each collection of execution data is a treelike structure that links the corresponding collection of execution data with other of the collections of execution data.
19 . The composite data structure of claim 1 , wherein the computational model is abstracted by an execution environment, whereby the execution environment can produce a unique interpretation of the computation model.
20 . The composite data structure of claim 1 , wherein the interface definition module also includes metadata specifying execution environment requirements and/or variables.
21 . The composite data structure of claim 2 , wherein the execution data is associated with a computation model that is configured to carry out the predetermined processing.
22 . The composite data structure of claim 21 , wherein the execution model includes execution code which interprets operations in accordance with the execution data.
23 . The composite data structure of claim 22 , wherein the execution code is part of a remote execution environment.