Affiliated Thinkers and Traditions
A discipline that conceals its intellectual neighbors is not a discipline; it is a brand. What follows is the working map of traditions Hi-Centric-AI inherits from, holds dialogue with, and disagrees productively against.
Inheritance, dialogue, and productive disagreement.
- Inheritance
Cybernetics and intelligence augmentation
The originating tradition. Wiener, Licklider, Engelbart. Hi-Centric-AI carries the framing forward without departure — computation as the augmentation of human intellect, intelligence as a coupled system of human and machine, design as the architecture of that coupling.
- Inheritance
Tacit knowledge and the philosophy of expertise
Polanyi's account of tacit knowledge held by named experts grounds the Hi-Centric-AI commitment to named human authority. The expertise that artificial intelligence systems should be architected around is irreducibly held by named practitioners; this is a philosophical claim with serious consequences for how the discipline is built.
- Inheritance
Sciences of the artificial and design theory
Simon's framing of designed systems as architectural objects — and bounded rationality as the cognitive principle — directly informs how Hi-Centric-AI treats artificial intelligence systems as objects of architectural analysis rather than as performance benchmarks.
- Adjacency and dialogue
Human-Centered AI (Stanford HAI, Shneiderman, HCAI)
The contemporary academic and institutional research program with which Hi-Centric-AI shares philosophical orientation. Hi-Centric-AI is more architecturally specific and more committed to operational applied practice than the broader HCAI literature; the relation is one of productive specification, not opposition.
- Adjacency
Distributed cognition and situated action
Hutchins's and Suchman's work on cognition as a distributed, situated practice provides empirical grounding for the Hi-Centric-AI account of how human and artificial cognition jointly do professional work. The discipline draws on this tradition without subsuming it.
- Productive disagreement
Autonomy-maximalist AI research
The frontier-model research program is responsible for most public AI development. Hi-Centric-AI takes no oppositional stance toward it as a research program but disagrees about the appropriate framing for AI deployment in regulated professional practice. The two disciplines are addressed to different problems.
Production frameworks are documented separately.
Hi-Centric-AI is articulated here as a discipline. The specific systems through which the founders practice the discipline — and the production frameworks through which those systems are operated — are documented at The Practice. The discipline is foundational; the production frameworks are downstream of it.