HI-Centric-AIThe Discipline of Artificial Intelligence
History

From augmentation to articulation.

Five decades of intellectual history. Four eras. One continuous lineage from the founding work of cybernetics and intelligence augmentation to the contemporary articulation of HI-Centric-AI as a working discipline.


In This Section

Four eras. Two halves of one lineage.

The first two eras prepared the ground. The latter two articulate what was prepared. Read down to see the inheritance stack into the contemporary moment.

Eras I–II · 1971–2010

The inherited ground.

Four decades of preparation. Augmentation research, HCI, distributed cognition, situated action. Computation integrated into human practice across medicine, finance, science, and law — without being framed as a discipline of its own.

1971 — 1989
The Augmentation Era

Engelbart's Augmentation Research Center; the Xerox PARC tradition; the rise of human-computer interaction as a field. Computation comes to be understood as something built around human work rather than something that replaces it.

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1990 — 2010
The Symbiosis Era

HCI matures into an empirical discipline. Distributed cognition, situated action, the network era. Computation becomes integrated into human practice across medicine, finance, science, and law — without yet being framed as a discipline of intelligence augmentation.

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Eras III–IV · 2011–Forward

The articulation.

Deep learning emerges and the frontier era opens. Two research programs form in parallel — autonomous AI pursuing performance, human-centered AI pursuing principled design. From that ground, HI-Centric-AI is articulated as a working discipline.

2011 — 2024
The Frontier Era

Deep learning emerges and quickly dominates. Two parallel research programs form: autonomous AI pursuing model performance and human-centered AI pursuing principled design. The intellectual ground for HI-Centric-AI matures even as the discipline itself remains unarticulated.

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2026 — Forward
The Articulation

HI-Centric-AI is articulated as a discipline of methodology, philosophy, and applied practice — extending the older lineage into the contemporary moment. The discipline is offered as something to be inherited and extended.

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