Review of concepts and related elaborations based on historical research and experience working with Internet-based services. Independently lead research on different interpretations around the philosophical background for global communication networks and related phenomena such as changes in practices and techniques related to adoption of Artificial Neural Networks at scale in research and industry.
In particular, after presenting a minimalist approach to cybernetic systems based on the concept of capacity of network, the text tries to establish continuity between networks represented as graphs, pattern recognition/decision-making, the concept of Interface and its applications in different disciplines. Finally, hypothesis are presented for a descriptive ’economy of information exchange’ between systems (or an ’economy of time’) and its role in navigating fast-growing knowledge-intensive landscapes.