The word "computer" was initially used to describe humans—specifically, people who performed calculations by hand. Then came Charles Babbage's analytical engine, which helped us mechanize mathematical calculations. Mainframes enabled businesses to process data at unprecedented scales, personal computers democratized computing access, and smartphones put computing power in our pockets.
In each evolution, new tools, programming languages, and frameworks increasingly abstracted away complexity, making it easier for more people to engage with computers creatively. COBOL simplified business computing, C gave programmers hardware control with readable syntax, Python made programming more intuitive, and visual programming tools allowed non-engineers to build applications.
The result?
An unleashing of human creativity and a dramatic increase in builders.

Each abstraction layer invited new minds with different perspectives to participate in technological creation.
We have gone from people coding on punch cards with cryptic machine languages to coding on mobile phones using natural language in just 50 years! What incredible progress.
AI: The Next Evolution
AI represents another evolution in this journey—another powerful layer of abstraction. Just as high-level programming languages abstract machine code, AI systems abstract programming itself.
This shift will invite a new set of builders and enable entirely new types of products. It's not simply an iteration but the dawn of a new world.