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Paper Citation Record · LEDGER

Follow the money: a startup-based measure of AI exposure across occupations, industries and regions

As of 13 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2412.04924.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.04924 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:10:48.477802Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:18.818731Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T23:20:19.758737Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7bad5690-5d4b-4f60-bdc9-3a547f6aca71 · outbound

This paper cites How will Language Modelers like ChatGPT Affect Occupations and Industries?.

Follow the money: a startup-based measure of AI exposure across occupations, industries and regions How will Language Modelers like ChatGPT Affect Occupations and Industries?

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T21:10:48.467560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:10:48.467560Z digest=sha256:ee667cc2fcb3d2f232e8c1ba65be1305c40e73b04b7fc7d8ba9cf5c879c7aa83

Observation 64953ebb-6781-41af-a58e-d580729817f6 · outbound

This paper cites & Levy, F.

Follow the money: a startup-based measure of AI exposure across occupations, industries and regions & Levy, F

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:10:48.523538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T21:10:48.471406Z digest=sha256:75a236c8ac4c0cdfdfb6bdcd06d72f68bbf6e579e685766f943729870c2ced12

Observation 731b9503-a25a-4015-81f4-11b1b5f3ef19 · outbound

This paper cites Instead, the short description is:.

Follow the money: a startup-based measure of AI exposure across occupations, industries and regions Instead, the short description is:

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:10:48.506438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T21:10:48.477802Z digest=sha256:887ae64cb3507783d77f8b2d6b1eb037bb4b88221b0bb9fed986c38121e3d65d

Observation 592d7c8a-1d08-4983-84cc-48a10f01d409 · outbound

This paper cites & Dechezleprêtre, A.

Follow the money: a startup-based measure of AI exposure across occupations, industries and regions & Dechezleprêtre, A

Reference 501

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:10:48.515855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T21:10:48.474319Z digest=sha256:41413f8da8a7d99d92e30997d217895cb6e9365a94677bdebc43bfde53acfb00

Pith citing papers

Observation b8a92949-6088-4059-b48f-2851761a0837 · inbound

How Large Language Models play humans in online conversations: a simulated study of the 2016 US politics on Reddit cites this paper.

How Large Language Models play humans in online conversations: a simulated study of the 2016 US politics on Reddit Follow the money: a startup-based measure of AI exposure across occupations, industries and regions

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:20:19.815754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T23:20:18.818731Z digest=sha256:5b06e71b73d2f39af40de45501321c58796e4b66da0bf2442fc91bb6ad4cddc1