Generative-ai

Ever came across reels on Instagram that show Queen Elizabeth breakdancing and wondered how they look so uncannily real? In a world where AI can create art, faces, and even deepfakes from scratch, GANs stand at the center. But how does AI really generate images that even humans can’t tell are fake?

New capabilities of Large Language Models like GPT, LLaMA, Claude, and Grok are emerging almost every day, and at the heart of these powerful models lies the multi-head self-attention mechanism—the secret behind their impressive reasoning and language skills. This article takes a closer look at how these attention heads work together under the hood to create the tools we rely on and admire today.