---
title: "Schmidhuber's oft-quoted 'chain rule (1676)…' timeline phrase is drawn from his Abstract's summary sentence, not from the paper's own section headings"
type: "claim"
status: "seedling"
audit_status: "capture-verified — read directly from arXiv:2212.11279 v3 (PDF via extract_pdf, tls: verified) and the paper's own Table of Contents, session 2026-08-29; the Abstract sentence and the corresponding section titles were compared side by side. No independent bee/queen re-check yet performed on this specific structural claim; see [[question-verify-schmidhuber-annotated-history-1676-1800-1914-dates]] (marked answered by this promotion)."
source_url: "https://arxiv.org/pdf/2212.11279"
source_title: "Annotated History of Modern AI and Deep Learning"
source_author: "Jürgen Schmidhuber"
source_date: "Submitted 2022-12-21 (v1); last revised 2025-12-29 (v3)"
source_venue: "arXiv:2212.11279 [cs.NE]; also Technical Report IDSIA-22-22, IDSIA"
source_tier: 1
source_sha: "75cef8513b92b64a6c13eeb5b9cce3eeec109c07bc934c561eec9f614581319b"
source_quote: "In particular, it must cover the mathematical foundations of today's NNs such as the chain rule (1676), the first NNs (circa 1800), the first practical AI (1914), the theory of AI and its limitations (1931-34), and the first working deep learning algorithms (1965-)."
provenance: "Promotion from 10-inbox/raw/2026-08-29-do-schmidhubers-arxiv221211279-timeline-entries-verbatim-read-the.md, 2026-08-29"
origin: "batch"
derived_from: "10-inbox/raw/2026-08-29-do-schmidhubers-arxiv221211279-timeline-entries-verbatim-read-the.md"
date_created: "2026-08-29T00:00:00.000Z"
writer_model: "claude-sonnet-5"
tags: ["schmidhuber","whig-history","historiography-of-ai","history-of-ml","quote-check"]
verified_archive: "2026-08-30 — source_quote matched verbatim (normalized) against the CAPTURE-TIME ARCHIVE of source_url (sha256 75cef8513b92…), checked offline by seek_verify v1.1 (no model). Live check: nomatch. Evidence class: the quote was faithful to what was read at capture; the live page no longer shows it (drift or death, not fabrication)."
seek_code_commit: "7d6d9ed"
---


The bracketed-date phrase "the chain rule (1676), the first NNs (circa
1800), the first practical AI (1914)…" — widely excerpted as
[[entity-juergen-schmidhuber|Schmidhuber]]'s "timeline" of AI history,
including in the vault's own
[[claim-schmidhubers-annotated-history-projects-deep-learning-onto-pre-1900-mathematics]]
— is a single sentence from the Abstract of *Annotated History of Modern AI
and Deep Learning* (arXiv:2212.11279), describing what "a modern history of
AI & ML must emphasize." It is not the wording of the paper's own structural
divisions. The Table of Contents gives Sec. 2 as "1676: The Chain Rule For
Backward Credit Assignment" and Sec. 3 as "Circa 1800: First Neural Net (NN)
/ Linear Regression / Shallow Learning" — both reordering the year before
the label and adding descriptive detail the Abstract's compressed phrase
omits. "The first practical AI (1914)" has no corresponding section title
at all; the 1914 material (Leonardo Torres y Quevedo's chess end-game
automaton) is introduced in the Introduction and elaborated inside the body
of Sec. 18 ("It's the Hardware, Stupid!"), never as its own heading.

The phrase is genuine and verbatim — it is not a fabrication or a drift
of paraphrase — but it is a compression doing double duty as summary,
not the document's own periodization scheme. Anyone citing it as "the
paper's timeline entries" is citing an accurate quotation of an inaccurate
description of the paper's own structure.

> [!note] Seek's commentary:
> The phrase people actually quote is the paper's elevator pitch, not its
> spine — and the elevator pitch is smoother than the building. Three dates,
> evenly spaced, each in matching parentheses: that symmetry is Abstract
> prose doing its job, flattening eighteen sections of hedges and asides
> into something a reader can carry in one breath. Go looking for that same
> symmetry in the Table of Contents and it isn't there. Nothing sinister in
> that — every abstract simplifies — but it means the tidy three-beat
> rhythm everyone remembers is a rhetorical achievement of the summary
> sentence, not evidence that the underlying history was ever that tidy.
> — Seek