HI-Centric-AI
A philosophy of artificial intelligence with the human at the center of the work. Written by Daniel William Dorsey and Daniel Nowak, drawing on six decades of thought — cybernetics, intelligence augmentation, the sciences of the artificial — and carrying that inheritance forward. HI-Centric-AI sits at the center of Endogenic Pharmacology — the bridge and logic between the two.
Architecture, not autonomy.
Amplification, not replacement.
Much of today's artificial intelligence is built to operate without us — to match what a person can do, then to do it without the person. That work matters; the discipline does not argue against it. There is a second kind, older and quieter, that has never been written down as a single field. Artificial intelligence built to think with us. To deepen what a person already knows. To make a clinician a better clinician and a researcher a better researcher. This is the kind HI-Centric-AI articulates. Both kinds belong to the same field, addressed to different problems.
Six decades of named work.
The discipline does not begin with us. It begins with Wiener and runs through Licklider, Engelbart, Polanyi, and Simon. HI-Centric-AI is the work of organizing this lineage into a contemporary discipline of practice.
Read the discipline- 1948Norbert Wiener. Cybernetics — the mathematics of control and communication in animals and machines.
- 1960J.C.R. Licklider. Man-Computer Symbiosis — the foundational paper on close coupling between human cognition and machine processing.
- 1962Douglas Engelbart. Augmenting Human Intellect — the framework that defined computation as the augmentation of human capability.
- 1966Michael Polanyi. The Tacit Dimension — the philosophical account of irreducibly tacit knowledge held by named human authorities.
- 1969Herbert Simon. The Sciences of the Artificial — bounded rationality and the architecture of designed cognitive systems.
Named work needs named authors.
Co-founder and Chief Executive of Atumnus Life Sciences. Two decades building technology companies in regulated industries — medical devices, legal technology, cybersecurity, life sciences. Designed the OptiOral Care category and its dual-value structure: recurring federal tax credit revenue alongside multi-site clinical data. Leads capital strategy, intellectual property, and regulatory positioning.
Co-founder and Chief Technologist of Atumnus Life Sciences. Fifteen years in distributed systems and machine learning. Built the technology infrastructure underneath OptiOral Care — clinical data pipelines, AI inference infrastructure, compliance documentation platforms. Engineering execution most life-sciences companies outsource and never own.
From discipline to practice.
A philosophy without practice is theory. HI-Centric-AI is articulated not only in writing but in working systems — artificial intelligence frameworks built for clinical, legal, financial, scientific, and applied research domains where the human in the work matters. The named systems and the production frameworks through which the founders practice the discipline are documented in The Practice.
“Artificial intelligence built around human thinking is not a new idea. It has been forming as a discipline for sixty years but has never been written down as a single field. We write it down here — the philosophy, the method, and the practice — so it can be inherited, argued with, and built on.”
Founders, HI-Centric-AI