Jason shares his journey into AI, emphasizing the accessibility of learning through FastAI. He highlights that you don't need expensive hardware to get started; even a gaming PC can suffice. With just a simple project like distinguishing between cats and dogs, beginners can achieve impressive results quickly, making AI more approachable for those with a tech background.