Video verification systems with generative artificial intelligence

A method comprising:

• collecting a segment of a dialogue between a user and an artificial intelligence bot and telemetry data, wherein the segment of the dialogue comprises one or more of a video data and an audio data;
• determining a sentiment associated with the segment of the dialogue using the one or more of the video data, the audio data, and the telemetry data;
• determining a score associated with the sentiment, wherein the score corresponds to a difficulty level of a question;
• determining the question using the difficulty level and data of the user;
• and
• providing the question to the artificial intelligence bot, wherein the artificial intelligence bot incorporates the question into a second segment of the dialogue that the artificial intelligence bot communicates to the user.

A non-transitory computer readable medium having instructions stored thereon, that when executed by a processor cause the processor to perform operations, the operations comprising:

• collecting a communication between a user and an artificial intelligence bot, wherein the communication comprises one or more of a video data, an audio data, and a telemetry data;
• determining a sentiment associated with the communication using the one or more of the video data, the audio data, and the telemetry data;
• determining a score associated with the sentiment;
• determining a plurality of questions, each question associated with a difficulty level corresponding to a range associated with the score, the plurality of questions based on a user data associated with the user;
• selecting a question from the plurality of questions using the score;
• and
• providing the question to the artificial intelligence bot, wherein the artificial intelligence bot incorporates the question into a dialogue between the artificial intelligence bot and the user.