Welcome back to another post of Complexity Simplified at TheComplexWorldOfAI. We’re cutting through the hard techy words to explain what’s actually happening in AI. Today’s topic: How AI Codes. If you’ve seen ChatGPT or Claude build a fully functioning website in five seconds, you think you're witnessing a genuis typing behind your prompt, but the truth is a lot less magical, and a lot more interesting. The Tech Talk (The boring version...) AI code generation relies on Large

Reinforcement learning is basically to it's core teaching through experience, similar to how humans learn from mistakes. So What Is It? Reinforcement learning is when an AI learns through trial and error runs, It doesn't need a guidebook of rules, it explores its world and figures out what works based on feedback. How it Works: The "Game" of RL To understand RL, imagine a video game, in this case RL or Rocket League, with four main parts. Think about this, you are playing

In this post, we’re looking at AI Art . Many people think AI "searches the internet" for pieces of existing art and collages them together. It doesn’t. It actually does something much weirder, and much more creative. We call this Diffusion . Picture this: Maya, a design student, needs to create a mood board for a "futuristic coffee shop in a rainforest." The Problem: She’s staring at a blank screen. She can't find a single photo on Pinterest that captures exactly what’s

Today, we’re looking under the hood at the engine that powers almost everything in the AI world: the Neural Network ( fancy ). If you listen to tech CEOs, they make it sound like teaching quantum physics to a baby, but in reality, it’s just a very organized game of Hot or Cold. The Fancy Words A Neural Network is a computational model inspired by the human brain, consisting of layers of interconnected "neurons" (nodes) that process data by assigning weights and biases to inp

Welcome back to TheComplexWorldOfAI's Complexity Simplified . If you’ve ever used an AI and it gave you a "hallucination" - basically a fancy word for lying out of it's ahh - you’ve experienced the "Memory Gap." Today, we’re talking about RAG , or Retrieval-Augmented Generation (funny that a word that fancy simplifies to a carpet type). The Fancy Words RAG is an architectural approach that optimizes the output of a Large Language Model by tapping into targeted information s

Welcome to the first post of Complexity Simplified at TheComplexWorldOfAI . We’re cutting through the hard techy words to explain what’s actually happening in AI. Today’s topic: AI Agents and LLMs. If you’ve been using ChatGPT to just summarize notes or write emails, you’re only seeing 10% of the power. We are moving from "Chatbots" to "Agents." Here is the difference. The Tech Talk (The boring version...) We are transitioning from Large Language Models (LLMs) —which are st

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