A peek into the future of visual data interpretation: A framework for assessing generative AI's efficacy

In the last year, large language models (LLMs) have come into prominence for boasting a suite of ever-expanding capabilities including text generation, image production, and, more recently, highly descriptive image analysis. The integration of artificial intelligence (AI) into image analysis represents a significant shift in how people understand and interact with visual data, a task that historically has been reliant on vision to see and knowledge to contextualize.

analysis artificial artificial intelligence capabilities computer sciences data framework future generative image integration intelligence interpretation language language models large language large language models llms production shift text text generation visual visual data