Generative artificial intelligence supporting image and document enhancements for training models using quantum computing

A system for enhancement of electronic documents using quantum computing to support training an artificial intelligence (“AI”) model, the system comprising:

• a quantum computer, said quantum computer for use in enhancing electronic documents for use in training an AI model;
• a generative artificial intelligence (“GenAI”) model, said GenAI model for providing confirmation of accuracy of enhancements made to electronic documents by the quantum computer;
• wherein the quantum computer is configured to enhance electronic documents when said electronic documents comprise a quality that is below a quality threshold, said quality that is below the quality threshold comprising at least one corrupt character and/or at least one missing character, and enhancing electronic documents comprise correcting the at least one corrupt character and/or at least one missing character for each electronic document, said quantum computer being configured to:
• receive electronic documents, said electronic documents comprising characters;
• determine whether the electronic documents comprise a quality that is below the quality threshold;
• for each electronic document that comprises a quality that is below the quality threshold, convert the characters of the electronic document into qubits of the electronic document;
• propose, using quantum superposition properties and/or quantum entanglement properties of qubits, one or more characters to enhance a quality of the electronic document;
• run GenAI model to confirm an accuracy of the one or more characters proposed to enhance the quality of the electronic document using quantum superposition properties and/or quantum entanglement properties of qubits;
• when receiving confirmation from the GenAI model, convert the electronic document with a quality that is below the quality threshold into an electronic document with a quality that is above the quality threshold by updating the electronic document with the one or more characters proposed using quantum superposition properties and/or quantum entanglement properties of qubits, where the electronic document with a quality that is above the quality threshold comprises no corrupt characters and no missing characters;
• and
• provide one or more electronic documents converted from a quality that is below the quality threshold to a quality that is above the quality threshold to train the AI model.

A system for enhancement of a digital image using quantum computing to provide an organization with an enhanced digital image, the system comprising:

• a quantum computer, said quantum computer for use in enhancing digital images to prepare the digital images for further use;
• a generative artificial intelligence (“GenAI”) model, said GenAI model for providing confirmation of accuracy of enhancements made to digital images by the quantum computer;
• wherein the quantum computer is configured to enhance digital images when said digital images comprise a pixels per inch (“PPI”) measurement that is less than a PPI threshold, and enhancing digital images comprise increasing PPI by adding at least one pixel for each digital image, said quantum computer being configured to:
• receive digital images, said digital images comprising pixels;
• determine whether the digital images comprise a PPI that is below the PPI threshold;
• for each digital image that comprises a PPI that is below the PPI threshold, convert the pixels of the digital image into qubits of the digital image;
• propose, using quantum superposition properties and/or quantum entanglement properties of qubits, one or more additional pixels to enhance the PPI of the digital image;
• run GenAI model to confirm an accuracy of the one or more additional pixels proposed to enhance the PPI of the digital image using quantum superposition properties and/or quantum entanglement properties of qubits;
• when receiving confirmation from the GenAI model, convert the digital image with a PPI that is below the PPI threshold into a digital image with a PPI that is above the PPI threshold by updating the digital image with the one or more additional pixels proposed using quantum superposition properties and/or quantum entanglement properties of qubits;
• and
• provide to the organization one or more digital images converted from a PPI that is below the PPI threshold to a PPI that is above the PPI threshold.