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Content creation refers to the process in which, based on initial instructions or parameters, a system generates entirely new content without reusing or modifying existing material. The output is original.

Input: Description (parameters, instructions, guidelines, or initial data).
Output: New, original content generated from scratch and based on the minimal input.

Content transformation involves submitting a finished element for modification according to specific instructions to produce a new version of the content.

The output is an alteration of the original input.

Input: Complete content with parameters, instructions, or guidelines.
Output: The same content in a different form.

Data analysis involves examining content, modeling it, or cleaning it in order to extract information based on the initial input.

The output is new, derived from the original input.

Input: Raw or unprocessed data, with instructions or guidelines.
Output: Insights, trends, statistics, patterns, or general conclusions.

Content retrieval is a process in which, based on an information system, a query is used to obtain relevant items related to the targeted content.

The output is an item identified by the original input within the existing dataset.

Input: Commands or queries in the form of keywords or questions.
Output: Item or list of items in the form of information or links.

Interaction refers to communication and a bidirectional exchange of content between a user and a system.

Iteratively, the system and the user produce original outputs based on each other’s inputs.

Input: Commands, queries, reactions.
Output: Responses, feedback, questions, reactions.