Abstract: An AI development platform operates by: facilitating the development of a training dataset; providing access to auto machine learning tools to facilitate the development of an AI model; providing access to machine learning analysis tools to facilitate the evaluation of the AI model, wherein the machine learning analysis tools include an AI moral insight model that generates predicted moral score data associated with the AI model, wherein the AI moral insight model is trained based on at least one-hundred thousand sets of training data, wherein the training data includes reviewed media content and moral score data associated with moral indices, wherein the moral indices includes two or more of: a degree of immorality/morality, a degree of betrayal/loyalty, a degree of degradation/sanctity, a degree of harm/care a degree of cheating/fairness and a degree of subversion/authority; or providing access to a version control repository for storing versions of the training dataset and the AI model.

Abstract: A modular artificial intelligence (AI) platform operates by: receiving media input that includes image data and text data; generating encoded text data via a text encoder module that includes first language processing AI; generating encoded image data via an image encoder module that includes a plurality of neural networks and a long short-term memory; generating concept structure data via a concept identification module that includes graph-based learning AI; generating decoded text data via a text decoder module that includes language processing AI; generating decoded image data, via an image decoder module that includes a plurality of neural networks and a long short-term memory; and combining the decoded image data and the decoded text data to generate media output data.

Abstract: An ethical AI development platform operates by: facilitating the development of a training dataset; providing access to auto machine learning tools to facilitate the development of an AI model; providing access to machine learning analysis tools to facilitate the evaluation of the AI model, wherein the machine learning analysis tools include an AI moral insight model that generates predicted moral score data associated with the AI model, wherein the AI moral insight model is trained based on at least one-hundred thousand sets of training data, wherein the training data includes reviewed media content and moral score data associated with moral indices, wherein the moral indices include: a degree of immorality/morality, a degree of betrayal/loyalty, a degree of degradation/sanctity, a degree of harm/care a degree of cheating/fairness and a degree of subversion/authority; and providing access to a version control repository for storing versions of the training dataset and the AI model.

Abstract: An ethical AI development platform operates by: facilitating the development of a training dataset; providing access to auto machine learning tools to facilitate the development of an AI model; providing access to machine learning analysis tools to facilitate the evaluation of the AI model, wherein the machine learning analysis tools include an AI moral insight model that generates predicted moral score data associated with the AI model, wherein the AI moral insight model is trained based on at least one-hundred thousand sets of training data, wherein the training data includes reviewed media content and moral score data associated with moral indices, wherein the moral indices include: a degree of immorality/morality, a degree of betrayal/loyalty, a degree of degradation/sanctity, a degree of harm/care a degree of cheating/fairness and a degree of subversion/authority; and providing access to a version control repository for storing versions of the training dataset and the AI model.

Abstract: A moral insights platform includes a network interface configured to communicate via a network, at least one processor, and a non-transitory machine-readable storage medium that stores operational instructions that, when executed by the at least one processor, cause the at least one processor to perform operations that include: generating, utilizing machine learning, an AI moral insight model based on training data, wherein the training data includes reviewed media content and moral score data associated with at least one moral index; receiving, via the network, new media content from a media source; generating, utilizing the AI moral insight model, predicted moral score data associated with the new media content corresponding to the at least one moral index; and sending, via the network, the predicted moral score data to the media source.

Abstract: A system operates by: generating, via a machine that includes at least one processor and a non-transitory machine-readable storage medium and utilizing a graphical user interface, custom survey data in response to user interactions with the graphical user interface; receiving, via the machine and responsive to the custom survey data, survey results data; generating, utilizing machine learning and via the machine, a customized virtue scoring model based on the custom survey data and the survey results data; receiving, via the machine, content data; generating, via the machine and utilizing the customized virtue scoring model, predicted virtue score data associated with the content data; and facilitating display, via the graphical user interface, the predicted virtue score data associated with the content data.

Abstract: A system operates by: generating, via a machine that includes at least one processor and a non-transitory machine-readable storage medium and utilizing a graphical user interface, a content analysis control panel; receiving, via the machine, customization data that indicates a plurality of virtue scoring models, and presentation parameters associated with the plurality of virtue scoring models; receiving, via the machine, content data; generating, via the machine, predicted virtue score data associated with the content data for each of the plurality of virtue scoring models; and facilitating display, via the content analysis control panel and in accordance with the customization data, the predicted virtue score data associated with the content data for each of the plurality of virtue scoring models.

Abstract: A system operates by: generating, via a machine that includes at least one processor and a non-transitory machine-readable storage medium and utilizing a graphical user interface, a content analysis control panel; receiving, via the machine, content data; detecting, via one or more AI models implemented via the machine, detection data that includes first portions of the content data associated with a protected attribute and second portions of the content data associated with a predetermined metric; generating, via the machine, analysis data associated with the protected attribute and the predetermined metric; and facilitating display, via the content analysis control panel, the analysis data associated with the protected attribute and the predetermined metric.

Abstract: A moral insights platform includes a network interface configured to communicate via a network, at least one processor, and a non-transitory machine-readable storage medium that stores operational instructions that, when executed by the at least one processor, cause the at least one processor to perform operations that include: generating, utilizing machine learning, an AI moral insight model based on training data, wherein the training data includes reviewed media content and moral score data associated with at least one moral index; receiving, via the network, new media content from a media source; generating, utilizing the AI moral insight model, predicted moral score data associated with the new media content corresponding to the at least one moral index; and sending, via the network, the predicted moral score data to the media source.