Jeff Hawkins Books

Imagine closing your eyes and reaching for your coffee mug. You know where it is, how it feels, even what temperature to expect. That knowing is not stored as a static image but as a dynamic, predictive model of reality—an internal representation built from experience. In the cortex, perception is n...

From A Thousand Brains: A New Theory of Intelligence

In neuroscience we know the cortex is organized into repeating structures called columns. What I discovered is that each of these columns learns complete models of objects independently. This means that your brain doesn’t have one unified model stored in a single place; instead, thousands of columns...

From A Thousand Brains: A New Theory of Intelligence

A machine can beat a grandmaster and still fail to understand a room. That contrast sits at the heart of Hawkins’s critique of traditional artificial intelligence. Early AI researchers believed intelligence could be built by encoding rules, symbols, and logical operations. If humans solve problems b...

From On Intelligence

If intelligence has a physical home in the brain, Hawkins says it is the neocortex. This thin sheet of tissue, folded across the outer surface of the brain, is responsible for much of what we call human intelligence: perception, language, abstraction, planning, and imagination. What makes the neocor...

From On Intelligence

We often think of memory as a passive storage system, but Hawkins reframes it as the engine of intelligence. In his memory-prediction framework, the brain does not merely record the past; it uses past experience to predict the future. Every moment, the neocortex compares incoming sensory information...

From On Intelligence

The brain does not understand the world in one giant leap. It builds knowledge layer by layer. Hawkins emphasizes that the neocortex is organized hierarchically: lower regions process simple features, while higher regions integrate those features into more abstract, stable representations. This stru...

From On Intelligence