Responsible Generative AI
second opinion to improve diagnostic accuracy , predict disease progression and support clinical decision making . GenAI can be used to extract missing patient Data from unstructured text such as discharge summaries . In one study 14 , a Natural Language Processing Model was able to recover 31 % of missing patient data ( height , weight , blood pressure ), leading to a less biased data set for patient outcome analysis . The medical field , however , comes with its own challenges and limitations like complexity of medical language and medical contexts , patient privacy , regulatory and legal frameworks , and ethical considerations .
3.1.5 DESIGN
Visual design , Media design , and industrial design can be greatly benefited with GenAI capabilities to translate vague high-level instructions on the concept . These include design of visual games , web portals , consumer appliances and gadgets , toys , creative advertisements , posters , logos , emblems , cartoons , building architectural design , and so on , where the human designers can quickly create several experimental patterns / illustrations before finalizing one . Media synthesis involves composing new music , tunes , slogans , and creative articles , poems , and stories .
3D Models for Game Development and Studio Animation are assets that take several weeks of back and forth and hundreds of dollars to produce . With the assistance of GenAI these turnaround times and costs can be reduced substantially .
Examples of 3D tools available today that leverage GenAI for 3D modeling are as follows 15 :
Get3D by Nvidia is a representative example which was trained using only simple 2D images . It can generate 3D shapes with high-fidelity textures and robust geometric details . Luma AI ’ s Imagine 3D tool allows you to enter a text input to generate a fully solid 3D Model with a full color texture .
3.1.6 CUSTOMER SUPPORT
One of the jobs that will be impacted the most by GenAI is customer support . The ability of GenAI to comprehend and generate human-like responses will reshape the landscape of customer service .
Expedia has beta launched a new in-app travel planning experience powered by ChatGPT that allows users to ask questions and get recommendations on travel , lodging , and activities .
GenAI lacks the nuanced understanding and emotional intelligence that human agents offer . Instances where customers seek personalized assistance or express complex emotions might
14 https :// www . nature . com / articles / s41746-022-00590-0
15 https :// medium . com / echo3d / 7-generative-ai-tools-for-3d-asset-creation-97dd88153b7 Journal of Innovation 23