Algorithmic cognitive programmes: observing ambient architectures of attention with social systems theory

Purpose This paper extends Luhmann's concept of programmes – decision premises specifying the conditions under which a system's binary code is operatively assigned – into the domain of algorithmically mediated communication. It conceptualises recommendation systems, ranking algorithms and feedback architectures as ambient cognitive programmes: recursive, probabilistic selectors that perturb the structural coupling between social and psychic systems, and examines the constitutional implications of their opacity and transfunctional reach. Design/methodology/approach The study develops a systemic–cybernetic model grounded in Luhmann's social systems theory and the epistemology of autopoietic cognition, integrating Teubner's theory of societal constitutionalism to address the normative dimensions of algorithmic mediation. Analytical illustrations from Facebook and TikTok contrast two recommendation architectures – affinity-based cascading and behavioural-similarity propagation – to demonstrate how the model applies across distinct platform logics. Findings Algorithmic cognitive programmes operate as meta-programmes that reconfigure multiple forms of social differentiation simultaneously, enacting a binary operational distinction of visibility/invisibility through engagement metrics. Their colonisation of communicative environments – by economic imperatives and, as the analysis argues, by the autonomous logic of technical mediation – becomes a constitutional pathology where its effects cannot be contested or corrected, requiring internal self-limiting mechanisms that render operative selection criteria observable to affected systems. Originality/value The paper advances a novel theoretical category – ambient cognitive programmes – that extends Luhmann's organisational typology by identifying a configuration it does not explicitly address: a purpose programme without a terminal goal state that continuously revises the conditional programmes it governs. It connects this analytical framework to Teubner's societal constitutionalism, proposing constitutional observability as a structural condition for the compatibility between algorithmic regimes and communicative pluralism.