Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:24:08.198315Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:24:08.198315Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:55:51.036386Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T18:55:51.529624Z
24 of 24 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b6a025b8-fe8a-46c6-93ac-e3c5bab8654a · outbound
Shaping AI's Impact on Billions of Lives The Digitalist Papers: Artificial Intelligence and Democracy in America , Stanford Digital Policy Lab , 2024
Reference 5
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.
Observation d35d6cf1-3cb7-48c9-b640-3564d2699efc · outbound
Shaping AI's Impact on Billions of Lives The Latest Labor Shortage Trends & Statistics (2024) ,
Reference 8
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.
Observation f68056ad-8b3e-4499-ae40-33a5f8c54ff1 · outbound
Shaping AI's Impact on Billions of Lives Now, Later, and Lasting: 10 Priorities for AI Research, Policy, and Practice
Reference 10
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.
Observation 464b8521-a063-455f-a5f2-83d62ab76fd2 · outbound
Shaping AI's Impact on Billions of Lives Rehospitalizations among patients in the Medicare fee-for-service program
Reference 11
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.
Observation b33a4580-71ad-4915-b400-f95a88c1dafe · outbound
Shaping AI's Impact on Billions of Lives Tailoring recommendation algorithms to ideal preferences makes users better off
Reference 12
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.
Observation 4736ae75-44a8-4d16-9c6b-eaa34c8d13ea · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b7f52bc-4bbe-44dd-8cfa-59ec7a01888a · outbound
Shaping AI's Impact on Billions of Lives Scaling deep learning for materials discovery
Reference 16
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.
Observation ec545fc7-9699-4f52-954e-acce442f3bfe · outbound
Shaping AI's Impact on Billions of Lives Solving medicine’s data bottleneck: Nightingale Open Science
Reference 18
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.
Observation ad0fedb3-fce2-4c79-b135-b6647e0f0b7d · outbound
Shaping AI's Impact on Billions of Lives Global prediction of extreme floods in ungauged watersheds
Reference 19
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.
Observation bea69bed-7a44-4ce6-ac50-3c7caf1b7ee0 · outbound
Shaping AI's Impact on Billions of Lives Experimental evidence on the productivity effects of generative artificial intelligence
Reference 20
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.
Observation 3fd404d5-5635-4745-8592-9babdaa94e61 · outbound
Shaping AI's Impact on Billions of Lives The economics of the music industry
Reference 21
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.
Observation e88bc29b-bcd3-4a4b-ae3b-93c0991312aa · outbound
Shaping AI's Impact on Billions of Lives Open Problems in Technical AI Governance
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4021a146-36ac-43d8-93da-8a4651c14384 · outbound
Shaping AI's Impact on Billions of Lives Healthcare spending as a percentage of GDP by country 2023
Reference 23
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.
Observation 23b28d0b-a9ec-4865-ae4c-447de00f5e2a · outbound
Shaping AI's Impact on Billions of Lives Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b414655-10aa-41e4-b322-5eb6c01ed1f9 · outbound
Shaping AI's Impact on Billions of Lives Automated identification of adults at risk for in-hospital clinical deterioration
Reference 1962
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.
Observation bcce3abb-2d83-4397-a0a9-8f55ff0c9cd6 · outbound
Shaping AI's Impact on Billions of Lives Scalable watermarking for identifying large language model outputs
Reference 1981
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.
Observation 8932335e-e82a-433d-b3a6-3a9eab2a5660 · outbound
Shaping AI's Impact on Billions of Lives Embedding societal values into social media algorithms
Reference 2012
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.
Observation 6645d694-4c89-4679-b2e9-a4727a4bf722 · outbound
Shaping AI's Impact on Billions of Lives Foundation models for generalist medical artificial intelligence
Reference 2013
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.
Observation aebbab45-cb4c-48e8-96ba-da52309f32b7 · outbound
Shaping AI's Impact on Billions of Lives Durably reducing conspiracy beliefs through dialogues with AI
Reference 2014
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.
Observation 5cb2160c-695f-419d-8fbd-21422a1106bb · outbound
Shaping AI's Impact on Billions of Lives On the Opportunities and Risks of Foundation Models
Reference 2018
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ac64268-bb4d-4b44-8ab5-c97dc393c038 · outbound
Shaping AI's Impact on Billions of Lives Getting AI Right: A 2050 Thought Experiment ,
Reference 2022
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.
Observation c0cb56e3-f307-43c5-9f32-8d13239c59de · outbound
Shaping AI's Impact on Billions of Lives Exposure to opposing views on social media can increase political polarization
Reference 2023
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.
Observation a4fc7e14-d84a-442c-90de-63eeedc52cd7 · outbound
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
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.
Observation f2016024-98c0-4943-a04d-3820c0c656aa · outbound
Shaping AI's Impact on Billions of Lives Learning skillful medium-range global weather forecasting
Reference 9325
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.
Observation 77b735a8-9aa4-42ca-be84-b30a94f8bc7b · inbound
Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning Shaping AI's Impact on Billions of Lives
Reference 3
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.