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🌐 Entity Generative artificial intelligence

Generative artificial intelligence

Subset of AI using generative models

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30 news mentions · 👍 15 likes · 👎 1 dislikes

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  • Artificial Intelligence (29)
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Generative AI (30) · arXiv (9) · Enterprise Software (3) · Machine Learning (3) · Workplace productivity (2) · Meta (2) · Automation (2) · Diffusion Models (2) · Databricks (2) · SaaS (2) · Large Language Models (2) · Apple (1) · Siri (1) · Apple Intelligence (1) · iPhone 16 (1) · iOS 18.4 (1) · Tech Delay (1) · Glean (1) · Arvind Jain (1) · Enterprise AI (1)

📖 Key Information

# Generative Artificial Intelligence (GenAI) **Generative artificial intelligence** (also referred to as **generative AI** or **GenAI**) is a specialized subfield of artificial intelligence focused on the creation of original content. Utilizing advanced generative models, these systems are capable of producing a wide array of outputs, including: * **Text and Natural Language** * **Images and Visual Media** * **Videos** * **Audio and Music** * **Software Code** * **Synthetic Data** ### Mechanism and Functionality Generative AI operates by analyzing and learning the underlying patterns, distributions, and structures inherent in massive datasets. Once trained, these models synthesize new data that mimics the characteristics of the training set. Interaction with these models is typically facilitated through **natural language prompts**, where the system generates a response tailored to the user's specific input instructions. ### Historical Context and Evolution While the theoretical foundations of generative modeling have existed for decades, the field has experienced a transformative shift in the early 2020s. This period, often characterized as the "AI boom," saw a significant surge in the prevalence, accessibility, and sophistication of generative AI tools, integrating them into mainstream productivity and creative workflows.

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