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Paper Citation Record · LEDGER

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution

As of 18 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2506.10281.

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

pith.paper-citation-record.v1
2506.10281 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:36:50.536551Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:56:23.554869Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:56:24.373895Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 91e9a6c2-ec4b-441b-8a51-cc08b21f5fe0 · outbound

This paper cites Rebalancing AI: The drive toward automation is per- ilous—to support shared prosperity, AI must complement workers, not replace them.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Rebalancing AI: The drive toward automation is per- ilous—to support shared prosperity, AI must complement workers, not replace them

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.722378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.413553Z digest=sha256:37f2a2a0ee4d0ff0aa9df519edd70b1fcfd256bebbc7d8b4c9fc430f457ee9e5

Observation 6dcede67-1698-487a-894f-48447b4e6520 · outbound

This paper cites When ai gets smarter, do humans get dumber? BusinessThink, May 2025.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution When ai gets smarter, do humans get dumber? BusinessThink, May 2025

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.712800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.472682Z digest=sha256:e77b3e4bda5bbaa34ec2877ce22c874dc296ab46404617f838ba9b9d93eccfe0

Observation 2fe31935-266e-47d6-8f30-216a163516e3 · outbound

This paper cites The turing trap: The promise & peril of human-like artificial intelligence.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution The turing trap: The promise & peril of human-like artificial intelligence

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.702324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.484021Z digest=sha256:128526c1638cee78b34cfe80c9bed78023890b4c2a19fb7fca04c1f64c6606e3

Observation 82f1c162-df06-4f1f-a8ef-4ee22867425f · outbound

This paper cites Ai is coming to skin cancer detection.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Ai is coming to skin cancer detection

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.692544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.573319Z digest=sha256:3de578b9b65a15212fcb0c4137ada642184eeb7bc7b4f8d1dfbdadd8a8bd0b68

Observation d766cdb9-056a-4d7f-a036-daa1ec5f10fc · outbound

This paper cites Gen AI: A cognitive industrial revolution, June 2024.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Gen AI: A cognitive industrial revolution, June 2024

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.682430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.707563Z digest=sha256:374ad13753a47cf6d4d1f8c4b98053715389989a65340767883191e5dd16b656

Observation 9938d214-7389-4fa8-bfdd-f34b2bcbdd36 · outbound

This paper cites The Economic Potential of Generative AI: The Next Productivity Frontier, June 2023.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution The Economic Potential of Generative AI: The Next Productivity Frontier, June 2023

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.672965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.793879Z digest=sha256:aa372c88ae1a5fb9aab3d9bd3a7f69aaf60260dcd551d30e9f504548293c4bd0

Observation 0d80262e-1da9-412c-9387-131dce747f1b · outbound

This paper cites Chatgpt sets record for fastest-growing user base - analyst note.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Chatgpt sets record for fastest-growing user base - analyst note

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.662749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:49.886677Z digest=sha256:5e89e38dc1cebef06d0dcd6c1ca258735733636a9fe9de1734145001c1a0a7b0

Observation d41d56ec-667c-4805-9082-a3317d6c688e · outbound

This paper cites an unresolved cited work.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:36:50.652061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.004468Z digest=sha256:b5ac6d71b63788e8f9b26adb83213283ce41fdfb3275386067c33e68e4fbf408

Observation fb866cb0-1952-45ca-82c9-ceb586e983d8 · outbound

This paper cites Stokes, Kevin Yang, Kyle Swanson, Wengong Jin, Andres Cubillos-Ruiz, Nina M.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Stokes, Kevin Yang, Kyle Swanson, Wengong Jin, Andres Cubillos-Ruiz, Nina M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.642186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.094381Z digest=sha256:df32ba1164321a51751bb2a179e748659057fe687cc7d9663bc621ffb8fb71f9

Observation f4812038-a6fb-4c4d-8c5b-e6deeb905750 · outbound

This paper cites The productivity paradox: Why ai’s promise may still be unrealized in today’s economy.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution The productivity paradox: Why ai’s promise may still be unrealized in today’s economy

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.632571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.225092Z digest=sha256:2b5ae7fae7cbb9dbd93bdd873c75cb948ea9a022038db0661f486ffdd8f6d8d8

Observation 36fb75cc-443e-432b-b3b0-6c4f41b6a596 · outbound

This paper cites Artificial intelligence yields new antibiotic.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Artificial intelligence yields new antibiotic

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.620938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.293770Z digest=sha256:b899f0b955d8173e8432e906f310ea1689ea692acfea8735382e6a4fb0a9c022

Observation 89fe1032-a53a-4c36-8e70-334deda2849a · outbound

This paper cites an unresolved cited work.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:36:50.609263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.360330Z digest=sha256:0e4db96b5c8b02d9e1a4d2f53af00530515441126960924dfffffefbe68e6506

Observation 49543c22-0f2a-49bf-8767-6f6c55cb0f26 · outbound

This paper cites From Gutenberg to Google and on to AI.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution From Gutenberg to Google and on to AI

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.598791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.482192Z digest=sha256:9e1a77c1abdf8fe42112792e133baa6de6b06ffd8d14e6924b3593eee61b91ec

Observation 5af5868a-e11b-445b-8445-33e006ffcc89 · outbound

This paper cites This ai outperformed 20 corporate lawyers at legal work.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution This ai outperformed 20 corporate lawyers at legal work

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.588419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.526694Z digest=sha256:a527a26da00a2e1feef1ed6c29324ff5994e6a25151406d9f27e0b001ae2b155

Observation 910dbe44-ea5d-4a0e-be0d-6637b013b7ee · outbound

This paper cites Cognitive revolution – the third fundamental economic transformation in human history, September 2023.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Cognitive revolution – the third fundamental economic transformation in human history, September 2023

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:50.577764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.533015Z digest=sha256:91b54c84550734d6cac68219e201f4614e74fddf6952f402ced5cb34fa5bd911

Observation 9595adb6-e6f7-453e-aad0-68a2124c3ea4 · outbound

This paper cites an unresolved cited work.

Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:36:50.565900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T04:36:50.536551Z digest=sha256:36a7b13063976e800f065a2325e9eb8662b466e0c4d920e94015c1a416066c2f

Pith citing papers

Observation 2e60de79-87ad-482e-8c2b-a76cd66548da · inbound

AI's Euclid's Elements Moment: From Language Models to Computable Thought cites this paper.

AI's Euclid's Elements Moment: From Language Models to Computable Thought Closer to Language than Steam: AI as the Cognitive Engine of a New Productivity Revolution

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:56:24.437210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:56:23.554869Z digest=sha256:71c7cfd85dda98a2a49dca42f0209563831bcd52e3cb35932065b519084771cc