Large Language Models (LLMs) are powerful, but their true potential is unlocked when we structure, augment, and orchestrate them effectively. Here’s a simple breakdown of how AI systems are evolving — from isolated predictors to intelligent, autonomous agents: 𝟭. 𝗟𝗟𝗠𝘀 (𝗣𝗿𝗼𝗺𝗽𝘁 → 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗲) This is the foundational model interaction. You provide a prompt, and the model generates a response by predicting the next tokens. It’s useful but limited — no memory, no tools, no understanding of context...
