1950
The Question
Turing frames intelligence as behavior, launching a century-long conversation about machines and minds.
scroll the evolution
Intelligence has always arrived as a sequence of surprises.
1986
Learning Deepens
Backpropagation gives neural networks a practical way to improve, turning curiosity into engineering momentum.
2012
Vision Breakthrough
Deep learning dominates image recognition and proves that scale, data, and compute can unlock new capability curves.
2017
Attention Arrives
The transformer architecture shifts AI from narrow pattern matching toward general-purpose language and sequence reasoning.
2024+
Agentic Systems
Models become collaborators that can plan, use tools, inspect outputs, and operate across real workflows.
next chapter
The most important timeline is the one we design now.
Capability is accelerating. The challenge is to make the acceleration legible, controllable, and humane.