Essay · August 20, 2026

The Analog Ground of Thought

The biological ground for the civilizational turn is now clearer than ever.

By KW Norton.

Recent work in neuroscience shows that cognition and consciousness themselves arise from analog computations carried out by traveling waves of neural activity. These waves organize the immense dimensionality of individual neurons into coherent, flexible, context-sensitive patterns in real time. They act as a living conductor, allowing the same underlying tissue to reconfigure itself for one situation and then another without being rebuilt.

That is not a digital story. It is not a lookup table, and it is not a fixed circuit executing a fixed instruction set. It is continuous, graded, and interference-based: the meaning lies in relative phase and in how patterns combine, not in a stored symbol waiting to be retrieved.

If flexible, context-sensitive perception is the native mode of biological intelligence, then rigid conformity is not merely a moral failure of a culture. It is a mismatch with the machinery. A society that rewards agreement over accuracy asks nervous systems to hold one configuration when their competence lies in reconfiguring.

This gives the argument of the civilizational turn a physical footing. The capacity for adaptive, high-fidelity thought is onboard equipment. It does not have to be invented. It has to be permitted, practiced, and protected.

The same finding sharpens what is at stake in the tools. Advanced computation and artificial intelligence can be designed either to flatten cognition into rigid, high-dimensional conformity or to extend the flexible, wave-like organization that native intelligence already uses. Systems that answer before the question has finished forming train the first pattern. Systems that hold open a real interval for reconsideration train the second.

The choice is still ours. By embedding the priorities of individual intelligence, integrity, and adaptive perception into the tools we build next, we turn the technology into a partner in breaking the trap rather than an accelerator of it.

Source

Earl K. Miller, Scott L. Brincat, and Jefferson E. Roy, “Analog Cognition and Consciousness,” The Journal of Neuroscience (August 2026). The wave findings are experimental neuroscience; the extension to civilizational thinking and to tool design is my argument, not theirs. It would be weakened by evidence that traveling-wave organization is epiphenomenal to the computation rather than constitutive of it.