Systems and methods for generating and selecting local content to improve security and utilization of network resources

A method for generating the plurality of on-device content items to improve security and network resource utilization, comprising:

• accessing, by a client device including one or more processors and a memory, a plurality of content resources and a plurality of category information from a data structure in the memory of the client device;
• generating, by the client device, the plurality of on-device content items based on the plurality of content resources and the plurality of category information;
• receiving, by the client device, from an application executing on the client device, an indication to display a content item;
• scanning, by the client device, device context information associated with the client device to create a relevant device context;
• selecting, by the client device, a relevant on-device content item from the plurality of on-device content items based on the relevant device context;
• and
• providing, by the client device, the relevant on-device content item to the application for display on the client device,
• wherein generating the plurality of on-device content items further comprises:
• providing, by the client device, the plurality of content resources and the plurality of category information to a content generation model executing on the client device;
• and
• receiving, by the client device, the plurality of on-device content items from an output of the content generation model.

A method for generating a plurality of on-device content items to improve security and network resource utilization, comprising:

• accessing, by a client device including one or more processors and a memory, a plurality of content resources and a plurality of category information from a data structure in the memory of the client device;
• generating, by the client device, the plurality of on-device content items based on the plurality of content resources and the plurality of category information;
• receiving, by the client device, from an application executing on the client device, an indication to display a content item;
• scanning, by the client device, device context information associated with the client device to create a relevant device context;
• selecting, by the client device, a relevant on-device content item from the plurality of on-device content items based on the relevant device context;
• and
• providing, by the client device, the relevant on-device ontent item to the application for display on the client device,
• wherein selecting the relevant on-device content item further comprises:
• providing, by the client device, the relevant device context to a content selection model executing on the client device;
• and
• receiving, by the client device, an indication of the relevant on device content item of the plurality of on-device content items from an output of the content selection model.

A system for generating on-device content items to improve security and network resource utilization, the system including a client device comprising one or more processors and a memory, the one or more processors configured to:

• access a plurality of content resources and a plurality of category information from a data structure in the memory of the client device;
• generate a plurality of on-device content items based on the plurality of content resources and the plurality of category information;
• receive, from an application executing on the client device, an indication to display a content item;
• scan device context information associated with the client device to create a relevant device context;
• select a relevant on-device content item from the plurality of on-device content items based on the relevant device context;
• provide the relevant on-device content item to the application for display on the client device;
• detect an interaction event associated with the relevant on-device content item;
• identify interaction information based on the detected interaction event;
• and
• transmit the interaction information to a content provider server.

A system for generating a plurality of on-device content items to improve security and network resource utilization, the system including a client device comprising one or more processors and a memory, the one or more processors configured to:

• access a plurality of content resources and a plurality of category information from a data structure in the memory of the client device;
• generate the plurality of on-device content items based on the plurality of content resources and the plurality of category information, at least by
• providing the plurality of content resources and the plurality of category information to a content generation model executing on the client device, and
• receiving the plurality of on-device content items from an output of the content generation model;
• receive, from an application executing on the client device, an indication to display a content item;
• scan device context information associated with the client device to create a relevant device context;
• select a relevant on-device content item from the plurality of on-device content items based on the relevant device context;
• and
• provide the relevant on-device content item to the application for display on the client device.

A system for generating a plurality of on-device content items to improve security and network resource utilization, the system including a client device comprising one or more processors and a memory, the one or more processors configured to:

• access a plurality of content resources and a plurality of category information from a data structure in the memory of the client device;
• generate the plurality of on-device content items based on the plurality of content resources and the plurality of category information, at least by
• receive, from an application executing on the client device, an indication to display a content item;
• scan device context information associated with the client device to create a relevant device context;
• select a relevant on-device content item from the plurality of on-device content items based on the relevant device context, at least by
• providing the relevant device context to a content selection model executing on the client device;
• and
• receive an indication of the relevant on device content item of the plurality of on-device content items from an output of the content selection model;
• and
• provide the relevant on-device content item to the application for display on the client device.