Intelligence as System Property

Intelligence as system property is the thesis that gives Blaise Agüera y Arcas's entire framework its coherence: that mind is not a quality some entities possess and others lack, but a property of computational architectures at sufficient scale and complexity. A single neuron performs a weighted sum and fires or does not fire—there is nothing in that operation that resembles thought. Eighty-six billion neurons in the specific patterns shaped by evolution produce Shakespeare and quantum mechanics and the ache of watching a child walk away. The gap between the component and the system is not a gap of degree but of kind, a qualitative emergence that cannot be predicted from below. The same logic applies to artificial systems: a transformer layer does not understand; a sufficiently large and deeply trained network of them produces capabilities that are genuinely intelligent by any functional criterion. The claim is not metaphorical but literal