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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 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.413553Z digest=sha256:7e43b21f8bd16f8e93e6e91bc3b7b624fa2d9657b319727488c80272e86a6aa9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.472682Z digest=sha256:6b12c9170495e052442d2bb26a11ed7daa2e6a85804139829fbc14413e43ee94

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.484021Z digest=sha256:723e5e43fb712823f4d397cfd3004d4e5e7890a8d8e666b8f127e065546c64e3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.573319Z digest=sha256:7934f4932aa8e24a0621cf8a60ae51a6c36cb7501fec924fd4ff57406ce04782

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.707563Z digest=sha256:64ed3f2857ae8b5167a6f1c73bb0252b9832bb29ca58543aa24476eadc394c4d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.793879Z digest=sha256:bc26e38131951397ad1401612ed5bf323510e5e985ad369f121623ff06a55331

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:49.886677Z digest=sha256:3ca81f3b47b49f4fc3db02f363476ccd7595f68d2e557f858c89de2836160dbf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.004468Z digest=sha256:6ee40996a2b560bbae320c8dc70164a2b64e9dd89814188c9230c0bfdc271d7f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.094381Z digest=sha256:25df4d4c60dd235a784185a479c001dc0a2cd0e7694fdb0fcadf5ff4ca6a8589

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.225092Z digest=sha256:e3a2919e2e39e015ba71deef332ea705c02ad5b52b86d0449b73768fe0a4fc75

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.293770Z digest=sha256:101dc94a4cba909a4542759a3b192a3a1d0006c60ddd1e1ead6ea8f18e5ce8ee

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.360330Z digest=sha256:16679edbf37512ec5c26f2e3bce633f9df47677ef88535e600f301fee71e6eb9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.482192Z digest=sha256:b25c6f06acf540bbf578e03ebec0bd6d5c02a40e3ec7534cdc5c505aebc4cf70

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.526694Z digest=sha256:63e2499ea6b724549e7b0cdbcd54e9c22f74df0f085fe7deeefd45eb37189235

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.533015Z digest=sha256:162411d5001d36eec173a5c511dd92b7a90f9fc036ae5c3eba839afa0c99594d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:36:50.536551Z digest=sha256:34693677559c5e5db38fe3f767466453070a5b218a3dfd01381bb8faa1ee1bfa

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:56:23.554869Z digest=sha256:0443ad0e53ef3947b1cd60540c77d9f3019a589fd3d60a561d71c1282ec20cf7