Generative vs Predictive AI
Generative AI algorithms appear predictive. Conversational AI chatbots like ChatGPT can provide poetry or song lyrics
DALL-E and Midjourney can create realistic images or creative art from natural language descriptions
In response to user demands, generative AI (gen AI) develops original text, graphics, music, video, software code, or other media
Large language models (LLMs) are preferred for text creation, however other content generating base models exist
Predictive AI uses machine learning algorithms and statistical analysis to find patterns in data and anticipate future results
Generative adversarial networks (GANs) produce and evaluate new content using generator and discriminator neural networks
These antagonistic AI algorithms urge the model to produce higher-quality results
Most generative AI models lack explainability since their decision-making mechanisms are often incomprehensible
Same strategy for generative or predictive AI. Renotte recommends assessing use cases before using gen AI or any AI technology
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