Understanding Generative AI: Components and Applications PPT
This PPT slide, part of the 33-slide Generative AI (GenAI) in the Pharmaceutical Industry PowerPoint presentation, provides a comprehensive overview of Generative AI (GenAI), emphasizing its foundational components and practical applications. It defines GenAI as a subset of artificial intelligence capable of producing original content, which includes text, images, videos, audio, and software code, in response to user prompts. This technology relies on advanced deep learning models, particularly large language models (LLMs), that mimic human cognitive processes by identifying and encoding patterns within extensive datasets.
The slide outlines 3 key components of GenAI: Training, Tuning, and Generation. Training involves developing a foundational model through exposure to vast amounts of unstructured data, enabling the model to discern underlying patterns and relationships. Tuning refines this model for specific applications, utilizing reinforcement learning and human feedback to enhance its accuracy and relevance. Finally, Generation is the phase where the tuned model produces new content based on user inputs, translating data into innovative solutions.
Applications of GenAI are categorized into 4 areas: Content Creation, Image and Video Generation, Code Generation, and Customer Service. Content Creation focuses on generating articles, reports, and creative writing, while Image and Video Generation pertains to producing realistic visuals or videos from textual descriptions. Code Generation assists in writing software code based on natural language prompts, and Customer Service leverages chatbots to manage customer inquiries efficiently.
This slide serves as a foundational introduction to GenAI, highlighting its transformative potential across various industries. It presents a clear framework for understanding how GenAI operates and its diverse applications, making it a valuable resource for organizations considering its implementation.
This slide is part of the Generative AI (GenAI) in the Pharmaceutical Industry PowerPoint presentation.
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