From Turing's machines to the brink of a new revolution
Trace the evolution of artificial intelligence from its theoretical foundations to the modern era. This video explores how AI progress is measured, the impact of scaling laws, and the potential for a new industrial revolution.
The foundations of AI began with the work of British logician Alan Turing. In 1935, he described the universal Turing machine, an abstract computing concept featuring a limitless memory and a scanner that could modify its own program—a concept central to all modern computers. During World War II, Turing worked as a cryptanalyst at Bletchley Park, where he contemplated machine intelligence and the idea of computers learning from experience through heuristic problem solving.
As we approach 2025, the field is facing a new era of transformation. Building on the trajectory of Moore’s Law, which predicted increasingly powerful and smaller computers since 1965, researchers now use AI benchmarks and scaling laws to understand the technology's capabilities. The future of AI raises critical questions regarding societal transformation, the potential for an industrial revolution, and the necessity of international governance to manage unchecked development.
Source: The History of AI Explained: Crash Course Futures of AI #1
