The Drift Neural Network: A Neuro-Symbolic Cognitive Architecture for Autonomous Systems
The dominant approach to machine intelligence scales one architecture, the autoregressive transformer. A transformer is a fixed matrix of learned weights that produces output by statistical continuation. Four of its limits are structural, and adding parameters does not remove them: it has no internal test for truth, it...