Exploring the Challenges and Uncertainties of Scaling AI Models

Exploring the complexities and limitations of scaling AI models, this chapter examines the challenges of doubling data and compute capacity to enhance AI capabilities for tasks like customer service and text understanding, while also discussing concerns about achieving human-like cognition and the timeline for significant advancements in AI.