How Does Generative AI Work?
Generative AI tools like LLMs typically follow four cyclical steps beginning with the training phase.
- Training Phase: Generative AI tools undergo training, utilizing vast datasets to learn and recognize complex patterns.
- User Interaction: Individual users engage with generative AI tools typically via textual prompts, providing specific input that guides the generative process.
- Data Synthesis: Upon receiving an input, the AI processes it in conjunction with its pre-existing knowledge base derived from its training.
- Generated Output: The AI tool then produces a unique output that mirrors the learned patterns from its training data. This output can occur in various forms such as text, images, audio, or video content.
If Generative AI was a Baker
Another way to think about it is the Baker Analogy:
Image generated with Adobe Firefly, September 2024
- Training Phase: Imagine a baker who spends years perfecting their craft. They study countless recipes, learn various techniques, and experiment with different ingredients.
- User Interaction: Picture a customer walking into the bakery and requesting a specific type of cake. The customer provides details about their preferences, such as flavor, size, and decoration.
- Data Synthesis: The baker then takes the customer’s request and draws on their extensive knowledge and experience to create a unique recipe.
- Generated Output: Finally, the baker bakes the cake, which is a unique creation based on the customer’s specifications and the baker’s expertise.
Need help?
Library Help
Contact:
Subjects: Accounting, Agriculture, Animal, Dairy & Veterinary Sciences, Anthropology, Applied Economics, Applied Sciences, Technology, & Education, Arts, Automotive Mechanics, Aviation & Technical Education, Biological Engineering, Biology, Chemistry & Biochemistry, Civil & Environmental Engineering, Communication Studies, Communicative Disorders & Deaf Education, Computer Science, Concurrent Enrollment/High School, Cosmetology, Criminal Justice & Law Enforcement, Data Management, Data Sets, Dictionaries & Encyclopedias, Digital Humanities, Economics & Finance, Education, Electrical & Computer Engineering, Engineering, Engineering Education, English 1010/2010, Environment & Ecology, Geography, Geosciences, Human Development & Family Studies, Images, Instructional Technology & Learning Sciences, Interior Design, Intersectional Gender Studies & Research, Journalism & Communication, Kinesiology & Health Science, Landscape Architecture, Languages & Cultures, Library & Information Science, Management, Marketing & Strategy, Mathematics & Statistics, Mechanical & Aerospace Engineering, Music, Newspapers, Nursing, Nutrition, Dietetics & Food Sciences, Philosophy, Physics, Plant, Soils & Climate, Political Science & Law, Psychology, Research Tips, Social Work, Sociology and Anthropology, Special Education and Rehabilitation Counseling, Statistical Information, Technology, Design, and Technical Education, Theater Arts, Theses & Dissertations, Utah's Online Library, Veterinary Medicine, Visual Arts, Watershed Science & Fisheries, Welding, Wildlife, Range and Forestry
