Generative AI
ELI5 — The Vibe Check
Generative AI is AI that creates new stuff — text, images, code, music, video — rather than just classifying or predicting. ChatGPT writes essays. Midjourney paints pictures. Suno composes songs. It's the AI that makes things instead of just analyzing things. This is the wave we're all riding right now.
Real Talk
Generative AI refers to models that learn to produce new data samples from the same distribution as their training data. Architectures include autoregressive LLMs (text), diffusion models (images/audio), GANs, and VAEs. The field has exploded since 2022 with the widespread deployment of models like GPT-4, DALL-E, Stable Diffusion, and Claude.
When You'll Hear This
"Generative AI is changing every creative workflow." / "We're building a generative AI feature for the product."
Related Terms
ChatGPT
ChatGPT is the app that made AI mainstream — it's the iPhone moment for artificial intelligence.
Copilot
GitHub Copilot is the AI coding assistant that lives inside your editor and autocompletes your code.
Diffusion Model
Diffusion models generate images by learning to reverse noise. In training, you take an image and slowly add random noise until it's pure static.
GAN (Generative Adversarial Network)
A GAN is two neural networks fighting each other. One (the Generator) tries to create fake images that look real.
LLM (Large Language Model)
An LLM is a humongous AI that read basically the entire internet and learned to predict what words come next, really really well.