Paper Citation Record · LEDGER

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 32 inbound Pith citation observations for arXiv:2503.04761.

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

pith.paper-citation-record.v1
2503.04761 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:41:04.739119Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:11:18.092051Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy7
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

6
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation f48202f7-5e38-457b-9dbd-ec8d0d74cad2 · outbound

This paper cites Maslej, L.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations Maslej, L

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.954059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 677031bf-ff4f-4c45-a6bf-2f07ec7ada8c · outbound

This paper cites Artificial Intelligence Index Report 2024.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations Artificial Intelligence Index Report 2024

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T13:41:04.695363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e99cba-8d31-4a3e-837c-bc0608ed5ea9 · outbound

This paper cites Yes" or.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations Yes" or

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.868765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4bd9ac03-1a4c-4a12-8209-eec4645fbeb8 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T13:41:04.706023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c544789-166f-48f7-ad09-21210c78dd8f · outbound

This paper cites Clio: Privacy-Preserving Insights into Real-World AI Use.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations Clio: Privacy-Preserving Insights into Real-World AI Use

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T13:41:04.711343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e6bc9c-7e03-4700-9e0e-d414c9782e5c · outbound

This paper cites What task is the assistant performing?.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations What task is the assistant performing?

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.918263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d15292e-4953-4aa1-9c9a-c76c08901979 · outbound

This paper cites We report the specific number of conversations used for each analysis and other relevant metadata in Appendix E.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations We report the specific number of conversations used for each analysis and other relevant metadata in Appendix E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.901122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae847d44-e1e2-457f-ae40-2574b8537609 · outbound

This paper cites We generated clusters from a random sample of approximately 2.8 million Claude.ai Free and Pro conversations between November 28, 2024 and December 18,.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations We generated clusters from a random sample of approximately 2.8 million Claude.ai Free and Pro conversations between November 28, 2024 and December 18,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.852527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 08c6f3f5-b4e3-4fea-88a6-e9baf1c9c85f · outbound

This paper cites non-work.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations non-work

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.884886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b1118a2-02b2-4e7b-a84a-bbe5d238fe28 · outbound

This paper cites O*NET OnLine, 2025a.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations O*NET OnLine, 2025a

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:41:04.937352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ba52ea97-8e52-4682-8474-32689831cfdb · outbound

This paper cites GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T13:41:04.683674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90f8228-9c24-4978-8528-c0cd9a8cb59a · outbound

This paper cites Brynjolfsson, T.

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations Brynjolfsson, T

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T13:41:04.678038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1907fc93-87dc-47df-92cf-72c9208e83e8 · inbound

LLMs Get Lost In Multi-Turn Conversation cites this paper.

LLMs Get Lost In Multi-Turn Conversation Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:11:09.190201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57921557-4f37-423d-993e-314d3d5eadd0 · inbound

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild cites this paper.

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T15:11:18.092051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3967974e-db69-42e2-a3e9-3b0c560892d7 · inbound

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects cites this paper.

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:35.002831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a771e9-8386-421e-8d6c-f61e52efb794 · inbound

Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution cites this paper.

Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:59:22.997850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3396fc05-892f-4edb-8a2a-880245dbe6e8 · inbound

From Model Design to Organizational Design: Complexity Redistribution and Trade-Offs in Generative AI cites this paper.

From Model Design to Organizational Design: Complexity Redistribution and Trade-Offs in Generative AI Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T01:20:52.014807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac954e84-be40-4e09-9f51-a6d86acb30bd · inbound

Advancing AI Capabilities and Evolving Labor Outcomes cites this paper.

Advancing AI Capabilities and Evolving Labor Outcomes Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:18.926145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb370ac7-b989-4147-a107-8478b5ec4ca4 · inbound

The Pluralistic Moral Gap: Understanding Judgment and Value Differences between Humans and Large Language Models cites this paper.

The Pluralistic Moral Gap: Understanding Judgment and Value Differences between Humans and Large Language Models Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:13.258739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa29cbb-410a-4ec0-8b1d-3517aaaea760 · inbound

Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration cites this paper.

Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:11:40.519170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f00260b-9c39-4386-b0d6-3d4510755226 · inbound

Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests cites this paper.

Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:20:53.062066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e6a9a5b7-cc2a-4ac1-bbf2-629fb40d00a0 · inbound

Policies Permitting LLM Use for Polishing Peer Reviews Are Currently Not Enforceable cites this paper.

Policies Permitting LLM Use for Polishing Peer Reviews Are Currently Not Enforceable Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T21:34:04.987172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616d995a-347a-4212-bf04-ce45c27a2735 · inbound

The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era cites this paper.

The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:41:05.504034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bf0af2e5-1000-41f2-ad91-908f5e714da8 · inbound

LLMs Corrupt Your Documents When You Delegate cites this paper.

LLMs Corrupt Your Documents When You Delegate Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:48:47.584023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed1669de-0c70-4e7b-b04e-661e4dcff367 · inbound

From Exposure to Adoption: Generative AI in European Workplaces cites this paper.

From Exposure to Adoption: Generative AI in European Workplaces Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T02:53:29.617964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af8a1741-f353-40cb-9eaf-87febe60a2fa · inbound

Measuring and Mitigating Persona Distortions from AI Writing Assistance cites this paper.

Measuring and Mitigating Persona Distortions from AI Writing Assistance Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:11.111894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 56e9113a-3f16-437a-b861-f4205d62ab87 · inbound

Measuring and Mitigating Persona Distortions from AI Writing Assistance cites this paper.

Measuring and Mitigating Persona Distortions from AI Writing Assistance Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:39:59.526939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aa59b33d-8dc3-4d37-9008-ad04753c26e1 · inbound

Upskilling with Generative AI: Practices and Challenges for Freelance Knowledge Workers cites this paper.

Upskilling with Generative AI: Practices and Challenges for Freelance Knowledge Workers Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:01:27.843219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ff8f925-47d1-4fe2-9237-73dfe14be533 · inbound

Priming, Path-dependence, and Plasticity: Understanding the molding of user-LLM interaction and its implications from (many) chat logs in the wild cites this paper.

Priming, Path-dependence, and Plasticity: Understanding the molding of user-LLM interaction and its implications from (many) chat logs in the wild Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:01:10.589005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5e54c436-8c6c-4a6b-ac15-ea7d258550f0 · inbound

Synthetic Sociality: How Generative Models Privatize the Social Fabric cites this paper.

Synthetic Sociality: How Generative Models Privatize the Social Fabric Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T01:58:29.029323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31389fc2-cc0d-4c77-b1e7-7ed042a6eaaa · inbound

Can the Recovery Mechanism Survive AI? Skill Formation, Labor, and What Current Measurement Misses cites this paper.

Can the Recovery Mechanism Survive AI? Skill Formation, Labor, and What Current Measurement Misses Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-21T01:19:20.760468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31c4c0e4-ddfb-43d6-8e3d-c24a99efc4c4 · inbound

Can the Recovery Mechanism Survive AI? Skill Formation, Labor, and What Current Measurement Misses cites this paper.

Can the Recovery Mechanism Survive AI? Skill Formation, Labor, and What Current Measurement Misses Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:36:40.678359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 87dff681-64f7-41f2-8bc6-6b9cd3655771 · inbound

The efficiency-gain illusion: People underestimate the rate of AI use and overestimate its benefits on simple tasks cites this paper.

The efficiency-gain illusion: People underestimate the rate of AI use and overestimate its benefits on simple tasks Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-22T03:30:59.427675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84d14ea9-946e-4132-8c27-7d1996306473 · inbound

Generative AI and the Reorganization of Labor Demand cites this paper.

Generative AI and the Reorganization of Labor Demand Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-25T02:55:16.312222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9977bd0-db47-4854-a52e-a5e193fc2128 · inbound

Cognitive offloading and the speedup illusion in human-AI interaction cites this paper.

Cognitive offloading and the speedup illusion in human-AI interaction Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:30:17.225994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11f0bae3-388f-4751-b824-03c80f5f255a · inbound

Design and Report Benchmarks for Knowledge Work cites this paper.

Design and Report Benchmarks for Knowledge Work Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-25T04:40:23.489875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 72a9f8dc-33a0-428a-845b-17cd89666a2b · inbound

AI in the Enterprise: How People Use M365 Copilot Chat cites this paper.

AI in the Enterprise: How People Use M365 Copilot Chat Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T22:05:05.595292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8be31e9d-c052-4f7b-98dd-caf138f3e2fc · inbound

Adopt $\neq$ Adapt: Longitudinal Analyses of LLM Conversations in the Wild cites this paper.

Adopt $\neq$ Adapt: Longitudinal Analyses of LLM Conversations in the Wild Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:33:24.720569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8792e3e6-9982-46dc-b2e8-651e6c22201a · inbound

ASE-26: a curriculum for agentic software engineering as a discipline cites this paper.

ASE-26: a curriculum for agentic software engineering as a discipline Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T21:36:15.490368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2a61ce29-7a35-4fd9-abd1-f16325c3b37e · inbound

Measuring the Occupation-Level Impact of AbbVie Intelligence: AI Applicability Analysis, 2024-2025 cites this paper.

Measuring the Occupation-Level Impact of AbbVie Intelligence: AI Applicability Analysis, 2024-2025 Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T21:56:15.458672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02356a80-ca07-437f-b655-5966d095405b · inbound

AI Fiction in the Wild cites this paper.

AI Fiction in the Wild Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 112

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T09:09:15.859984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8209cbda-3c20-4adc-a9b5-2ff8e4458d81 · inbound

The Jagged Global Economy: Frontier AI Unevenly Exposes National Economies cites this paper.

The Jagged Global Economy: Frontier AI Unevenly Exposes National Economies Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-12T14:32:04.742971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1c4442-f254-4d73-8588-905aa0f4504b · inbound

Informal Learning Emerges in Everyday Human-LLM Interaction cites this paper.

Informal Learning Emerges in Everyday Human-LLM Interaction Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T17:30:00.857249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd95926f-546b-4006-9ba1-48aa0e59b584 · inbound

Economic Evaluations of Language Models cites this paper.

Economic Evaluations of Language Models Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T09:51:06.123453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.