Part 1/11:
Exploring AI Beyond Generative Models
The pursuit of artificial intelligence (AI) has reached a pivotal juncture, with researchers increasingly focusing on enhancing capabilities that go beyond traditional generative models. These models have demonstrated remarkable performance in supervised and self-supervised learning, particularly in tasks such as text-based question answering and chatbots. Despite these successes, there exists a significant gap in their ability to navigate actions and decisions in the real world, where trial-and-error learning, long-term planning, and complicated reasoning become necessary.