SPXI instrument · method 0.9 of 87, level 0 (Measurement): Capture Registry (longitudinal observation). An instrument of SPXI, the Semantic Packet for eXchange & Indexing; the whole practice is itemized at spxi.dev/methods.

Capture Registry › capture canaries-in-the-coal-mine-aio-20261029

One record of the canonical Capture Registry (EA-WG-CAPTURES-01), cited at https://www.alexanarch.org/captures/canaries-in-the-coal-mine-aio-20261029/. the canonical Capture Registry (version 12.396) · the address page · this card in the gallery · this record as data · table of contents.

AXN:0AEA.CAPTURE — this address. Each observation below is one AXN, sealed with its analysis and measures; the identifier names the reading together with the response it reads.
Machine Reception2026-10-29
Canaries in the Coal Mine
Originator: Stanford Digital Economy Lab with ADP Research (paper by Erik Brynjolfsson, Bharat Chandar and Ruyu Chen) · outside the archive (out-universe) · dataset · SPXI treatment: partial
BROAD MATCH
no
image
CANARIES IN THE COAL MINE, BY NAME, ON GOOGLE'S AI OVERVIEW, SIGNED OUT, 2026-10-29: 'A "canary in a coal mine" is an early warning sign or indicator of hidden danger, trouble, or failure.' The mining history and the birds' physiology, the replacement by detectors around 1996, and the idiom's modern uses, among them 'Studies such as the Stanford Digital Economy Lab report tracking entry-level or young worker employment shifts as early indicators of artificial intelligence impacts on the job market.' Ten cards, the first the Stanford paper.
Full record — 8,280 characters, 10 sources
Capture record
captured
2026-10-29
surface
Google AI Overview
auth state
signed out, incognito
evidence class
paste
PER (dimensional, rubric v1.1)
PER 1.00 (target absent: generic) · M 1.00 · C 1.00 · D 1.00
PER (historical scalar)
0.5
PER units retained
inst, src
citations read
10
observation id
OBS-8527c06bd274
address id
ADDR-6545749d8321
Reading

The innocent reading first. The phrase is an idiom before it is a paper's title, and the Overview reads it as the idiom, with the paper as a current use of it.

Findings
Analysis analyst prose, not machine text

An idiom outranks the study named after it, which survives as an example of the idiom's use. The record would be reached at its title with its question mark or with the lab's name; the bare phrase gives the composition layer's account of the study as a figure of speech.

Machine text, verbatim
CAPTURE-TIME VERBATIM RECORD — paste of the Overview expanded, with its source cards · complete as supplied · READ IN FULL 2026-10-29
[Google AI Overview at the query, signed out and incognito (operator defaults of 2026-10-01 and 2026-10-14), 2026-10-29. The paste is the Overview expanded (the 'AI Mode Conversation' view, with the source cards that follow the answer); the 'You said' line carries the query twice, run together, and is given once here. Inline links are Google redirect URLs, kept as pasted.] [QUERENT] Canaries in the Coal Mine [SYSTEM] A "canary in a coal mine" is an early warning sign or indicator of hidden danger, trouble, or failure. [[1], [2]] Historical Origin * Toxic gas detection: In the late 19th and 20th centuries, coal miners brought caged canaries into underground tunnels. [[1], [2]] * Physiology: Canaries have a rapid breathing rate and high metabolism, making them much more sensitive to lethal, odorless gases like carbon monoxide and methane than humans. [[1], [2]] * The warning signal: As long as the bird sang and acted normally, the air was safe. If the canary grew distressed, fell silent, or collapsed, it signaled that poisonous gas was building up and miners needed to escape. [[1], [2], [3]] * Replacement: The practice continued until electronic gas detectors replaced live birds in the late 20th century (around 1996). [[1], [2]] Modern Idiom & Metaphor Today, the phrase describes anything that breaks down or shows negative changes first during a larger crisis: [[1], [2]] * Economics: Declining hotel occupancy or airport traffic used as an early sign of an incoming economic downturn. [1] * Environment: Melting glaciers, dying coral reefs, or disappearing insects used as early warnings for climate change and ecosystem stress. [[1], [2]] * Technology & Labor: Studies such as the [Stanford Digital Economy Lab](https://www.google.com/goto?url=CAESzAEB6zswFfWR09Ro4231Ymf6sqMG9zJt7dFxoNTpKPKnikT5ywAVg9Aqfb9SSURLIlLADj7qvuNW6ia3tcW9jcckyANjv2P9J6HhS_OYAnlWXeKBGYy8lUCIlAQZRVJcKozP5OvAP_TBzBBr4YBQAZQd3nzXkpMPRW9Wbuy3jCQHRx22P806YwiGsVeRSx5BDJ6IPFWprzuOpHU21vfwnLVlz0xaWfThHUKLMMUxnpUn4HdhfvnNJVz1jP2L3akkP6gbePN5br7YQZ1nadI) report tracking entry-level or young worker employment shifts as early indicators of artificial intelligence impacts on the job market. [1] Would you like to explore how this idiom is applied to a specific industry, environmental issue, or economic trend? Stanford Digital Economy Lab
Sources (10) as cited, and as the copy produced them
  1. Stanford Digital Economy Lab third_party
    Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of ...
    Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of ... * Economics of Transformative AI Revolutionizing economics to harness the full p...
    as pastedCanaries in the Coal Mine? Six Facts about the Recent Employment Effects of ... Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of ... * Economics of Transformative AI Revolutionizing economics to harness the full p... The Gale Review
  2. The Gale Review third_party
    The historic roots and modern connotations of "Canary in the Coal Mine"
    History: Canaries used in 19th-century coal mines to detect carbon monoxide; mandated by 1911 regulations; replaced by electronic sensors in 1996. Warfare and C...
    as pastedThe historic roots and modern connotations of "Canary in the Coal Mine" History: Canaries used in 19th-century coal mines to detect carbon monoxide; mandated by 1911 regulations; replaced by electronic sensors in 1996. Warfare and C... Reddit·r/AskHistorians
  3. Reddit·r/AskHistorians third_party
    Why were canaries used in coal mines? : r/AskHistorians - Reddit
    March 16, 2025 — Canary Physiology and Visibility: Canaries were effective in coal mines because their small size and rapid breathing made them highly susceptible to dangerous g...
    as pastedWhy were canaries used in coal mines? : r/AskHistorians - Reddit March 16, 2025 — Canary Physiology and Visibility: Canaries were effective in coal mines because their small size and rapid breathing made them highly susceptible to dangerous g... YouTube·iswearenglish 5:34
  4. YouTube·iswearenglish third_party
    Canary in the Coalmine Definition
    video, 5:34
    as pastedCanary in the Coalmine Definition YouTube·Beamish Museum 1m
  5. YouTube·Beamish Museum third_party
    Why were canaries used down the mine?
    video, 1m
    as pastedWhy were canaries used down the mine? Cambridge Dictionary
  6. Cambridge Dictionary third_party
    Meaning of canary in a coalmine in English - Cambridge Dictionary
    canary in a coalmine idiom (also canary in the coalmine, canary in the mine) Add to word list Add to word list something that gives an early warning of danger o...
    as pastedMeaning of canary in a coalmine in English - Cambridge Dictionary canary in a coalmine idiom (also canary in the coalmine, canary in the mine) Add to word list Add to word list something that gives an early warning of danger o... Government of Alberta
  7. Government of Alberta third_party
    Canaries in the Coal Mine - Coal - Alberta's Energy Heritage
    One of the earliest warning systems miners employed to detect the presence of toxic gases in a mine used canaries. The combination of the bird's rapid breathing...
    as pastedCanaries in the Coal Mine - Coal - Alberta's Energy Heritage One of the earliest warning systems miners employed to detect the presence of toxic gases in a mine used canaries. The combination of the bird's rapid breathing... YouTube·Tutor Nick P 2:04
  8. YouTube·Tutor Nick P third_party
    Canary in a Coalmine - Idioms (770) Origin - English Tutor Nick P
    video, 2:04
    as pastedCanary in a Coalmine - Idioms (770) Origin - English Tutor Nick P YouTube·Smartest Year Ever 1:09
  9. YouTube·Smartest Year Ever third_party
    Canaries in Coal Mines 🐤 #dailyfacts
    video, 1:09
    as pastedCanaries in Coal Mines 🐤 #dailyfacts Facebook·Amazing Time Capsule [1m](https://www.google.com/goto?url=CAESogEB6zswFT9qJXl1mov9iH0FSD06go8edvUa1sPoh-j4oPaiZnr8gOVUZ_aA-edkzAQNg1AMRQQOqriZrjBpJ8HOfCDIwMuH5BPWKzxKCYQc-ut0AogTcTe8PvrxyGTJZy4BSPY6iNdbcQVXWS71b1AceLAVjFtqOs1Z4PxeYRg_-7QBKQcnTz3rv9OjeH9FFkwLs6PUzt9_jI-dfwqlkk92m6U)
  10. Facebook·Amazing Time Capsule third_party
    How Canaries Saved the Lives of Miners | Amazing Time Capsule
    video, [1m](https://www.google.com/goto?url=CAESogEB6zswFT9qJXl1mov9iH0FSD06go8edvUa1sPoh-j4oPaiZnr8gOVUZ_aA-edkzAQNg1AMRQQOqriZrjBpJ8HOfCDIwMuH5BPWKzxKCYQc-ut0AogTcTe8PvrxyGTJZy4BSPY6iNdbcQVXWS71b1AceLAVjFtqOs1Z4PxeYRg_-7QBKQcnTz3rv9OjeH9FFkwLs6PUzt9_jI-dfwqlkk92m6U)
    as pastedHow Canaries Saved the Lives of Miners | Amazing Time Capsule
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