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Stuart Dreyfus handed me Hinton's back-propagation paper at Berkeley

Berkeley advisor — and the man who handed him Hinton's paper

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About this entry

Parts of this entry are out of date. It is published anyway, because an incomplete record that invites correction is more useful than no record at all.

Person

Who this is

Professor in Industrial Engineering and Operations Research at Berkeley, known for dynamic programming and for foundational work on the mathematics underlying neural networks and back-propagation. Brother of the philosopher Hubert Dreyfus, with whom he co-taught.

One of Jonathan Hare's two primary advisors. Also a member of Hare's mother's Hindu-Buddhist ashram — the Blue Mountain Center of Meditation, known in the family as Ramagiri — so Hare knew him from childhood before he was ever a student.

The geometry he taught reaches its widest audience yet in the unification essay's chapter two — the Hilbert-space argument is the classroom material, grown up.

The record

Where this intersects the work

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The trail exists so that people who were there can reconstruct their own memories, recognize what they helped incubate, and add to or correct the record — or forward the few pages that belong to someone they know.

c. 1985–1987

The paper, and the NeXT machine

Dreyfus and C. Roger Glassey gave Hare Geoffrey Hinton's paper on back-propagation and showed him a neural network running on Glassey's NeXT machine. Berkeley, Stanford and Carnegie Mellon were the academic institutions backing Steve Jobs's NeXT at the time. Forty years later Hare's architecture would take a position on what Hinton says about AI safety — that giving a system something like a mothering instinct may be the only route, and that it therefore has to be built into the substrate rather than hoped for.

Hare's accountAuthor's direct narrative, recorded 2026
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Everything above is a distillation. The primary source is published in full, so that any claim on this page can be walked back to what was actually said — and where the two differ, the source governs.

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Correct anything wrong, add what only you know, or claim this entry as your own. Write to evidence@qpncatalyst.io and Jonathan directly (both are on the button) — a timestamped confirmation comes back with your submission attached, as your own independent record. No account, no permission, no institutional standing required.

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