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Paper Citation Record · LEDGER

Shaping AI's Impact on Billions of Lives

As of 20 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2412.02730.

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

pith.paper-citation-record.v1
2412.02730 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:24:08.198315Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:55:51.036386Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:55:51.529624Z

Reference resolution

24 of 24 outbound references displayed

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  • verified fuzzy20
  • unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6a025b8-fe8a-46c6-93ac-e3c5bab8654a · outbound

This paper cites The Digitalist Papers: Artificial Intelligence and Democracy in America , Stanford Digital Policy Lab , 2024.

Shaping AI's Impact on Billions of Lives The Digitalist Papers: Artificial Intelligence and Democracy in America , Stanford Digital Policy Lab , 2024

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d35d6cf1-3cb7-48c9-b640-3564d2699efc · outbound

This paper cites The Latest Labor Shortage Trends & Statistics (2024) ,.

Shaping AI's Impact on Billions of Lives The Latest Labor Shortage Trends & Statistics (2024) ,

Reference 8

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Observation f68056ad-8b3e-4499-ae40-33a5f8c54ff1 · outbound

This paper cites Now, Later, and Lasting: 10 Priorities for AI Research, Policy, and Practice.

Shaping AI's Impact on Billions of Lives Now, Later, and Lasting: 10 Priorities for AI Research, Policy, and Practice

Reference 10

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Observation 464b8521-a063-455f-a5f2-83d62ab76fd2 · outbound

This paper cites Rehospitalizations among patients in the Medicare fee-for-service program.

Shaping AI's Impact on Billions of Lives Rehospitalizations among patients in the Medicare fee-for-service program

Reference 11

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Source-reported events for the cited work

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Observation b33a4580-71ad-4915-b400-f95a88c1dafe · outbound

This paper cites Tailoring recommendation algorithms to ideal preferences makes users better off.

Shaping AI's Impact on Billions of Lives Tailoring recommendation algorithms to ideal preferences makes users better off

Reference 12

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4736ae75-44a8-4d16-9c6b-eaa34c8d13ea · outbound

This paper cites Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report.

Shaping AI's Impact on Billions of Lives Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4b7f52bc-4bbe-44dd-8cfa-59ec7a01888a · outbound

This paper cites Scaling deep learning for materials discovery.

Shaping AI's Impact on Billions of Lives Scaling deep learning for materials discovery

Reference 16

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Observation ec545fc7-9699-4f52-954e-acce442f3bfe · outbound

This paper cites Solving medicine’s data bottleneck: Nightingale Open Science.

Shaping AI's Impact on Billions of Lives Solving medicine’s data bottleneck: Nightingale Open Science

Reference 18

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Observation ad0fedb3-fce2-4c79-b135-b6647e0f0b7d · outbound

This paper cites Global prediction of extreme floods in ungauged watersheds.

Shaping AI's Impact on Billions of Lives Global prediction of extreme floods in ungauged watersheds

Reference 19

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Observation bea69bed-7a44-4ce6-ac50-3c7caf1b7ee0 · outbound

This paper cites Experimental evidence on the productivity effects of generative artificial intelligence.

Shaping AI's Impact on Billions of Lives Experimental evidence on the productivity effects of generative artificial intelligence

Reference 20

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Observation 3fd404d5-5635-4745-8592-9babdaa94e61 · outbound

This paper cites The economics of the music industry.

Shaping AI's Impact on Billions of Lives The economics of the music industry

Reference 21

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Observation e88bc29b-bcd3-4a4b-ae3b-93c0991312aa · outbound

This paper cites Open Problems in Technical AI Governance.

Shaping AI's Impact on Billions of Lives Open Problems in Technical AI Governance

Reference 22

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Observation 4021a146-36ac-43d8-93da-8a4651c14384 · outbound

This paper cites Healthcare spending as a percentage of GDP by country 2023.

Shaping AI's Impact on Billions of Lives Healthcare spending as a percentage of GDP by country 2023

Reference 23

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Observation 23b28d0b-a9ec-4865-ae4c-447de00f5e2a · outbound

This paper cites Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise.

Shaping AI's Impact on Billions of Lives Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

Reference 24

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Observation 2b414655-10aa-41e4-b322-5eb6c01ed1f9 · outbound

This paper cites Automated identification of adults at risk for in-hospital clinical deterioration.

Shaping AI's Impact on Billions of Lives Automated identification of adults at risk for in-hospital clinical deterioration

Reference 1962

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation bcce3abb-2d83-4397-a0a9-8f55ff0c9cd6 · outbound

This paper cites Scalable watermarking for identifying large language model outputs.

Shaping AI's Impact on Billions of Lives Scalable watermarking for identifying large language model outputs

Reference 1981

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8932335e-e82a-433d-b3a6-3a9eab2a5660 · outbound

This paper cites Embedding societal values into social media algorithms.

Shaping AI's Impact on Billions of Lives Embedding societal values into social media algorithms

Reference 2012

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Observation 6645d694-4c89-4679-b2e9-a4727a4bf722 · outbound

This paper cites Foundation models for generalist medical artificial intelligence.

Shaping AI's Impact on Billions of Lives Foundation models for generalist medical artificial intelligence

Reference 2013

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Observation aebbab45-cb4c-48e8-96ba-da52309f32b7 · outbound

This paper cites Durably reducing conspiracy beliefs through dialogues with AI.

Shaping AI's Impact on Billions of Lives Durably reducing conspiracy beliefs through dialogues with AI

Reference 2014

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Observation 5cb2160c-695f-419d-8fbd-21422a1106bb · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Shaping AI's Impact on Billions of Lives On the Opportunities and Risks of Foundation Models

Reference 2018

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Observation 0ac64268-bb4d-4b44-8ab5-c97dc393c038 · outbound

This paper cites Getting AI Right: A 2050 Thought Experiment ,.

Shaping AI's Impact on Billions of Lives Getting AI Right: A 2050 Thought Experiment ,

Reference 2022

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Observation c0cb56e3-f307-43c5-9f32-8d13239c59de · outbound

This paper cites Exposure to opposing views on social media can increase political polarization.

Shaping AI's Impact on Billions of Lives Exposure to opposing views on social media can increase political polarization

Reference 2023

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Observation a4fc7e14-d84a-442c-90de-63eeedc52cd7 · outbound

This paper cites The labor market impacts of technological change: From unbridled enthusiasm to qualified optimism to vast uncertainty ,.

Shaping AI's Impact on Billions of Lives The labor market impacts of technological change: From unbridled enthusiasm to qualified optimism to vast uncertainty ,

Reference 2024

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source=pdf_text observed=2026-08-11T23:24:08.100506Z digest=sha256:1e2d3ba7f19554a28c7fafb0935066fb7e7fae3f674418fa3285a47b80d9c67c

Observation f2016024-98c0-4943-a04d-3820c0c656aa · outbound

This paper cites Learning skillful medium-range global weather forecasting.

Shaping AI's Impact on Billions of Lives Learning skillful medium-range global weather forecasting

Reference 9325

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Pith citing papers

Observation 77b735a8-9aa4-42ca-be84-b30a94f8bc7b · inbound

Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning cites this paper.

Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning Shaping AI's Impact on Billions of Lives

Reference 3

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