Now, 1-2 years since LLMs barged into not just our work lives but also our personal ones, you might be feeling the heat to keep pace with the onslaught of new models hitting the scene every week and the pressure to AI-ify everything in sight. But fear not! In this session, we're all about distilling the timeless concepts behind AI models, pointing out where folks tend to trip up, and hopefully, giving you the mojo to dive in and experiment without drowning in the AI ocean. And hey, we're throwing in some 90s grunge music vibes because let's face it, AI is the ultimate remix of humanity's past data.