Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:55:10.034588Z
Paper Citation Record · LEDGER
A Mathematical Framework for AI-Human Integration in Work
As of 10 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 3 inbound Pith citation observations for arXiv:2505.23432.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T07:38:08.189825Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T14:34:45.636923Z
Reference resolution
74 of 74 outbound references displayed
- verified exact1
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- unresolved16
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 72f04d8a-c00d-4806-aef5-2e1b03a7e7e8 · outbound
This paper cites an unresolved cited work.
A Mathematical Framework for AI-Human Integration in Work Unresolved cited work
Reference 1
- Resolution
- unresolved
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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 0c7945c6-f8ac-4a60-8d56-404ba19a3e60 · outbound
This paper cites Phi-4 Technical Report.
A Mathematical Framework for AI-Human Integration in Work Phi-4 Technical Report
Reference 2
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c182c08-e4c9-466d-a66b-fe4583b81c6b · outbound
This paper cites The simple macroeconomics of ai.Economic Policy, 40(121):13–58, 2025.
A Mathematical Framework for AI-Human Integration in Work The simple macroeconomics of ai.Economic Policy, 40(121):13–58, 2025
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:21.824634Z
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 9cab60fb-0686-4d15-b194-d980293be05f · outbound
This paper cites Skills, tasks and technologies: Implications for employment and earnings.
A Mathematical Framework for AI-Human Integration in Work Skills, tasks and technologies: Implications for employment and earnings
Reference 4
- Resolution
- verified fuzzy
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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 b4ffbfac-e2db-44ac-ae92-6d32e46eb192 · outbound
This paper cites https://www.imf.org/en/Publications/fandd/ issues/2023/12/Rebalancing-AI-Acemoglu-Johnson, Dec 2023.
A Mathematical Framework for AI-Human Integration in Work https://www.imf.org/en/Publications/fandd/ issues/2023/12/Rebalancing-AI-Acemoglu-Johnson, Dec 2023
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:21.476962Z
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 a06aec83-3569-4200-a525-31a61003ced9 · outbound
This paper cites Combining human expertise with artificial intelligence: Experimental evidence from radiology.SSRN Electronic Journal, 2023.
A Mathematical Framework for AI-Human Integration in Work Combining human expertise with artificial intelligence: Experimental evidence from radiology.SSRN Electronic Journal, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:21.319122Z
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 62d7a6de-6774-4ed0-85f9-de9c902d2d02 · outbound
This paper cites Algorithmic recommendations and human discretion.SSRN Electronic Journal, 2023.
A Mathematical Framework for AI-Human Integration in Work Algorithmic recommendations and human discretion.SSRN Electronic Journal, 2023
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:21.165603Z
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 51a0bdb2-e651-42d6-9cbb-6ddf27dbae4c · outbound
This paper cites AI to hit 40% of jobs and worsen inequality, IMF says.
A Mathematical Framework for AI-Human Integration in Work AI to hit 40% of jobs and worsen inequality, IMF says
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:20.986818Z
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 3e7f7bb2-fae2-4bb2-919c-9eceba909009 · outbound
This paper cites Claude: An AI assistant by Anthropic.
A Mathematical Framework for AI-Human Integration in Work Claude: An AI assistant by Anthropic
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:20.802001Z
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 94f0fa06-ac0d-4885-82e5-4040e5e8173c · outbound
This paper cites A Theory for Emergence of Complex Skills in Language Models.
A Mathematical Framework for AI-Human Integration in Work A Theory for Emergence of Complex Skills in Language Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:55:04.465869Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d47aa1eb-73ff-4a5f-8a67-b8d60d4ba140 · outbound
This paper cites Applying AI to Rebuild Middle Class Jobs.
A Mathematical Framework for AI-Human Integration in Work Applying AI to Rebuild Middle Class Jobs
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:20.646920Z
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 088eeccc-7b60-4038-8b5c-1fce161abc3d · outbound
This paper cites Beyond the imitation game: Quantifying and extrapolating the capabilities of language models.Transactions on Machine Learning Research, 2023.
A Mathematical Framework for AI-Human Integration in Work Beyond the imitation game: Quantifying and extrapolating the capabilities of language models.Transactions on Machine Learning Research, 2023
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:20.431956Z
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 969a99e0-e721-4896-8290-666b5870a203 · outbound
This paper cites On the dangers of stochastic parrots: Can language models be too big? InProceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, pages 610–623.
A Mathematical Framework for AI-Human Integration in Work On the dangers of stochastic parrots: Can language models be too big? InProceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, pages 610–623
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:20.218576Z
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 ab42d3e1-d54e-4963-b088-3c07c18167f4 · outbound
This paper cites Limitations of AI in understanding human emotions.Cognitive Computation, 14(2):235–245, 2022.
A Mathematical Framework for AI-Human Integration in Work Limitations of AI in understanding human emotions.Cognitive Computation, 14(2):235–245, 2022
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:20.033961Z
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 ea08e781-fd86-4969-a490-15f357f9b4b4 · outbound
This paper cites The hidden costs of AI: How generative models are reshaping corporate budgets, 2024.
A Mathematical Framework for AI-Human Integration in Work The hidden costs of AI: How generative models are reshaping corporate budgets, 2024
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:19.853064Z
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 ec7c388f-febd-41d1-aab7-fa85a826f4af · outbound
This paper cites Generative AI at work.SSRN Electronic Journal, 2023.
A Mathematical Framework for AI-Human Integration in Work Generative AI at work.SSRN Electronic Journal, 2023
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:19.608176Z
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 36c8df84-e40d-49b6-b936-130a871ba1ab · outbound
This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.
A Mathematical Framework for AI-Human Integration in Work Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:55:04.974368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51362a86-a0bc-4223-82cf-5d3f926cea2b · outbound
This paper cites Improving human-ai collaboration with descriptions of AI behavior.Proceedings of the ACM on Human-Computer Interaction, 7(CSCW1):1–21, 2023.
A Mathematical Framework for AI-Human Integration in Work Improving human-ai collaboration with descriptions of AI behavior.Proceedings of the ACM on Human-Computer Interaction, 7(CSCW1):1–21, 2023
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:19.429116Z
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 c0a53ddd-dfde-4931-b12a-3d3ea5217647 · outbound
This paper cites Panton, Carlo Pizzinelli, Emma Rockall, and Marina M.
A Mathematical Framework for AI-Human Integration in Work Panton, Carlo Pizzinelli, Emma Rockall, and Marina M
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:19.246393Z
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 46001e76-0f4c-4ef1-b10e-61877e59bbde · outbound
This paper cites Elisa Celis, Anay Mehrotra, and Nisheeth K.
A Mathematical Framework for AI-Human Integration in Work Elisa Celis, Anay Mehrotra, and Nisheeth K
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:19.030234Z
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 06b1c4b1-2c19-45e9-aac3-c66fad55ba54 · outbound
This paper cites an unresolved cited work.
A Mathematical Framework for AI-Human Integration in Work Unresolved cited work
Reference 21
- Resolution
- unresolved
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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 ecb8913b-6a05-41a9-93d0-637d479368c8 · outbound
This paper cites AI could replace equivalent of 300 million jobs - report.
A Mathematical Framework for AI-Human Integration in Work AI could replace equivalent of 300 million jobs - report
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:18.660822Z
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 f1b9fed8-1e47-4003-9cba-0e1d51fdf844 · outbound
This paper cites Gemini: A family of multimodal models, 2023.
A Mathematical Framework for AI-Human Integration in Work Gemini: A family of multimodal models, 2023
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:18.480236Z
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 80e7d7a2-eaa5-46d1-a3ec-77494ff0b54c · outbound
This paper cites Can AI language models replace human participants?Trends in Cognitive Sciences, 2023.
A Mathematical Framework for AI-Human Integration in Work Can AI language models replace human participants?Trends in Cognitive Sciences, 2023
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:18.280211Z
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 458c259a-c2e0-4b22-befa-046875593fc8 · outbound
This paper cites GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models.
A Mathematical Framework for AI-Human Integration in Work GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
Reference 25
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c3018e6-806a-4ce8-aca4-58722ff5d95c · outbound
This paper cites Felten, Manav Raj, and Robert C.
A Mathematical Framework for AI-Human Integration in Work Felten, Manav Raj, and Robert C
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:18.080429Z
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 16a17f56-6716-4bd8-903d-1ab6752af1b0 · outbound
This paper cites an unresolved cited work.
A Mathematical Framework for AI-Human Integration in Work Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:55:17.837886Z
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 eb4d591c-d67e-4f31-802f-05aec2d869f0 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
A Mathematical Framework for AI-Human Integration in Work DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:55:05.822407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 249ee843-64b0-4394-a58c-1e4db1ace7ab · outbound
This paper cites AI language models cannot replace human research participants.Ai & Society, pages 1–3, 2023.
A Mathematical Framework for AI-Human Integration in Work AI language models cannot replace human research participants.Ai & Society, pages 1–3, 2023
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:17.636923Z
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 ceef69ad-5d1e-4ea2-be99-666592ba7b1e · outbound
This paper cites FlagEvalMM: A flexible framework for comprehensive multimodal model evaluation, 2024.
A Mathematical Framework for AI-Human Integration in Work FlagEvalMM: A flexible framework for comprehensive multimodal model evaluation, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:17.397459Z
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 bc93ebe3-25f8-49da-94dc-8fc91f447679 · outbound
This paper cites Measuring massive multitask language understanding.
A Mathematical Framework for AI-Human Integration in Work Measuring massive multitask language understanding
Reference 31
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8008ebde-2f62-4cd1-be11-305d225f3132 · outbound
This paper cites Human-machine symbiosis: A multivariate perspective for physically coupled human-machine systems.International Journal of Human- Computer Studies, 170:102926, 2023.
A Mathematical Framework for AI-Human Integration in Work Human-machine symbiosis: A multivariate perspective for physically coupled human-machine systems.International Journal of Human- Computer Studies, 170:102926, 2023
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:17.191921Z
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 f79a4fe6-7f55-4edc-83dc-5f7f6628c3ca · outbound
This paper cites Motivation through the design of work: Test of a theory.Organiza- tional Behavior and Human Performance, 16:250–279, 1976.
A Mathematical Framework for AI-Human Integration in Work Motivation through the design of work: Test of a theory.Organiza- tional Behavior and Human Performance, 16:250–279, 1976
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:16.975680Z
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 3458a230-d170-443c-bbaa-40496d623269 · outbound
This paper cites an unresolved cited work.
A Mathematical Framework for AI-Human Integration in Work Unresolved cited work
Reference 34
- Resolution
- unresolved
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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 6ba832e3-f47c-4775-8fc2-c2182d45a231 · outbound
This paper cites Farrar, Straus and Giroux, New York, 2011.
A Mathematical Framework for AI-Human Integration in Work Farrar, Straus and Giroux, New York, 2011
Reference 35
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4a8c5ef-1b48-4f07-b9d2-859e2b60e5f7 · outbound
This paper cites Kleinberg and Manish Raghavan.
A Mathematical Framework for AI-Human Integration in Work Kleinberg and Manish Raghavan
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:16.607173Z
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 ec449346-39f0-431a-8ca4-1d534f3fd761 · outbound
This paper cites Evaluating the cost of generative AI for effective implementation in your organization, 2024.
A Mathematical Framework for AI-Human Integration in Work Evaluating the cost of generative AI for effective implementation in your organization, 2024
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:16.419935Z
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 7198a592-ea8e-4ecc-b976-824a722e5024 · outbound
This paper cites Which U.S.
A Mathematical Framework for AI-Human Integration in Work Which U.S
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:16.207049Z
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 8a6cf811-87b5-48c8-ba6d-e808cec32798 · outbound
This paper cites Concentration in unbounded metric spaces and algorithmic stability.
A Mathematical Framework for AI-Human Integration in Work Concentration in unbounded metric spaces and algorithmic stability
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:16.045875Z
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 01cbb395-1be6-4364-8b5a-97f9c468c230 · outbound
This paper cites What is a key performance indicator (KPI)? https://www.kpi.org/kpi-basics/, 2024.
A Mathematical Framework for AI-Human Integration in Work What is a key performance indicator (KPI)? https://www.kpi.org/kpi-basics/, 2024
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:15.889172Z
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 0b50fa54-3d5d-4b56-9c13-6cab63639851 · outbound
This paper cites Licklider.Man-Computer Symbiosis, volume HFE-1.
A Mathematical Framework for AI-Human Integration in Work Licklider.Man-Computer Symbiosis, volume HFE-1
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:15.704923Z
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 315e7b04-b297-46ec-9746-94ddb9e17382 · outbound
This paper cites Increased productivity and reduced waste with robotic process automation and generative AI-powered ioe services.Journal of Web Engineering, 23(1):53–87, 2024.
A Mathematical Framework for AI-Human Integration in Work Increased productivity and reduced waste with robotic process automation and generative AI-powered ioe services.Journal of Web Engineering, 23(1):53–87, 2024
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:15.552867Z
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 a24abd51-6e9b-4207-9df3-84f86cc446d7 · outbound
This paper cites Ivanova, Idan Asher Blank, Nancy Kanwisher, Joshua B.
A Mathematical Framework for AI-Human Integration in Work Ivanova, Idan Asher Blank, Nancy Kanwisher, Joshua B
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:15.427581Z
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 50cceca0-faa9-4957-ae87-0bafda745096 · outbound
This paper cites AI at work: Here now comes the hard part, 2023.
A Mathematical Framework for AI-Human Integration in Work AI at work: Here now comes the hard part, 2023
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:15.268980Z
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 d1fb6ed7-e31e-4574-a649-42a92a768f73 · outbound
This paper cites Adding error bars to evals: A statistical approach to language model evaluations.
A Mathematical Framework for AI-Human Integration in Work Adding error bars to evals: A statistical approach to language model evaluations
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:15.062353Z
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 b6940f3f-614b-4f18-b7fe-40f54581dc09 · outbound
This paper cites Naveh, Y.
A Mathematical Framework for AI-Human Integration in Work Naveh, Y
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:14.910418Z
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 54e60920-396a-444a-94b9-402fecfc11b4 · outbound
This paper cites Experimental evidence on the productivity effects of generative artificial intelligence.Science, 381:187 – 192, 2023.
A Mathematical Framework for AI-Human Integration in Work Experimental evidence on the productivity effects of generative artificial intelligence.Science, 381:187 – 192, 2023
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:14.764637Z
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 cac40c24-6c92-406a-85d2-901014e6ce2a · outbound
This paper cites Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task.
A Mathematical Framework for AI-Human Integration in Work Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:55:07.816395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0292e3e8-f16b-4c41-abbb-58ff38d12e40 · outbound
This paper cites GPT-4 technical report.
A Mathematical Framework for AI-Human Integration in Work GPT-4 technical report
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:14.589633Z
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 ae237935-28d4-4a58-ba5f-1f0094c75b2d · outbound
This paper cites Learning to reason with LLMs.
A Mathematical Framework for AI-Human Integration in Work Learning to reason with LLMs
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:55:08.112814Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6519675-bcde-41f3-845c-7a7dfea4329c · outbound
This paper cites Clarke, Sol` ene Delecourt, David Holtz, and Rembrand Koning.
A Mathematical Framework for AI-Human Integration in Work Clarke, Sol` ene Delecourt, David Holtz, and Rembrand Koning
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:14.419391Z
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 b9851b50-e86f-477b-b60e-2b4531a63104 · outbound
This paper cites AI will reshape the global labor force.
A Mathematical Framework for AI-Human Integration in Work AI will reshape the global labor force
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:14.125470Z
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 27343fee-809a-46ba-886d-41730871edb4 · outbound
This paper cites Does GPT Really Get It? A Hierarchical Scale to Quantify Human vs AI's Understanding of Algorithms.
A Mathematical Framework for AI-Human Integration in Work Does GPT Really Get It? A Hierarchical Scale to Quantify Human vs AI's Understanding of Algorithms
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:55:10.205411Z
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 b2db2b39-9043-4707-b6d6-2c56333900ed · outbound
This paper cites Noise: A flaw in human judgment.Vikalpa, 48:163 – 165, 2023.
A Mathematical Framework for AI-Human Integration in Work Noise: A flaw in human judgment.Vikalpa, 48:163 – 165, 2023
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:13.922211Z
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 2ed5de1a-d508-4f08-b75d-4684639745d0 · outbound
This paper cites AI for business study: The combined power of AI and generative AI.https://www.tcs.com/insights/blogs/ai-business-study, 2024.
A Mathematical Framework for AI-Human Integration in Work AI for business study: The combined power of AI and generative AI.https://www.tcs.com/insights/blogs/ai-business-study, 2024
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:13.694278Z
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 6937834d-6487-40c1-b62a-989180838878 · outbound
This paper cites Benefits or concerns of AI: A multistakeholder responsibility.Futures, page 103328, 2024.
A Mathematical Framework for AI-Human Integration in Work Benefits or concerns of AI: A multistakeholder responsibility.Futures, page 103328, 2024
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:13.508915Z
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 e8f8e3e9-df02-40ae-bb1d-b1a0cb07125e · outbound
This paper cites These are the jobs most likely to be lost – and created – because of AI.
A Mathematical Framework for AI-Human Integration in Work These are the jobs most likely to be lost – and created – because of AI
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:13.332000Z
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 e33a532a-43ce-4b70-8dc5-e975307c3f5f · outbound
This paper cites Sinclair and Institute for Employment Studies.Workforce Planning: A Literature Review.
A Mathematical Framework for AI-Human Integration in Work Sinclair and Institute for Employment Studies.Workforce Planning: A Literature Review
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:13.089160Z
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 d0937169-beba-446a-b5f7-38dbf42c43ef · outbound
This paper cites How generative AI can boost highly skilled workers’ productivity, 2023.
A Mathematical Framework for AI-Human Integration in Work How generative AI can boost highly skilled workers’ productivity, 2023
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:12.896155Z
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 feaccd22-fc9c-4ec1-ad2e-ccddf1d2bf20 · outbound
This paper cites Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation.npj Mental Health Research, 3(1):12, 2024.
A Mathematical Framework for AI-Human Integration in Work Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation.npj Mental Health Research, 3(1):12, 2024
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:12.725717Z
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 cb055abe-3682-4c27-ad91-dd81a57d5e59 · outbound
This paper cites Department of Labor, Employment and Training Administration.O*NET Online.
A Mathematical Framework for AI-Human Integration in Work Department of Labor, Employment and Training Administration.O*NET Online
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:12.511538Z
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 081a02bd-d2d1-4849-a0f5-118e9ccea196 · outbound
This paper cites an unresolved cited work.
A Mathematical Framework for AI-Human Integration in Work Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:55:12.337588Z
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 4d3af239-3c9f-49cb-b51d-66f126d61488 · outbound
This paper cites an unresolved cited work.
A Mathematical Framework for AI-Human Integration in Work Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:55:12.180261Z
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 4cf289e3-1b1d-427c-96b6-25a517f72456 · outbound
This paper cites Cambridge Series in Statistical and Probabilistic Mathematics.
A Mathematical Framework for AI-Human Integration in Work Cambridge Series in Statistical and Probabilistic Mathematics
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:55:09.253831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb8b1a16-4f46-45d8-9124-9c1c053552c0 · outbound
This paper cites Everything wrong with DORA metrics.
A Mathematical Framework for AI-Human Integration in Work Everything wrong with DORA metrics
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:11.985265Z
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 90393a9d-73ff-470c-894d-7cc97ec7334d · outbound
This paper cites MMLU-Pro: A more robust and challenging multi-task language understanding benchmark.
A Mathematical Framework for AI-Human Integration in Work MMLU-Pro: A more robust and challenging multi-task language understanding benchmark
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:11.720314Z
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 a5327073-d66a-41a4-8c1c-5c54f5fbc867 · outbound
This paper cites Livebench: A challenging, contamination- free LLM benchmark.
A Mathematical Framework for AI-Human Integration in Work Livebench: A challenging, contamination- free LLM benchmark
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:11.459126Z
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 a3bee873-0b0e-4386-9da1-b7158ef2b6ab · outbound
This paper cites Openai upgrades its smartest AI model with improved reasoning skills.
A Mathematical Framework for AI-Human Integration in Work Openai upgrades its smartest AI model with improved reasoning skills
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:11.331902Z
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 fffb90e0-b12c-47ab-9e55-1592feff5d14 · outbound
This paper cites SKILL-MIX: a flexible and expandable family of evaluations for AI models.
A Mathematical Framework for AI-Human Integration in Work SKILL-MIX: a flexible and expandable family of evaluations for AI models
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:11.172654Z
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 15445f3b-d053-4f0c-b573-bf0cf93a0f13 · outbound
This paper cites Theorem B.1(Extension of Theorem 3.2 to general noise models).Fix the job instance, action-level ability µ2, and noise levels σ1, σ2.
A Mathematical Framework for AI-Human Integration in Work Theorem B.1(Extension of Theorem 3.2 to general noise models).Fix the job instance, action-level ability µ2, and noise levels σ1, σ2
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:11.030718Z
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 5b54ee44-c861-4ea8-8e94-3c80b99ef464 · outbound
This paper cites B.4 Proof of Corollary 3.4 and extension to distinct ability profiles Similar to Section B.1, we extend Theorem 3.3 to handle a general noise model ε(s).
A Mathematical Framework for AI-Human Integration in Work B.4 Proof of Corollary 3.4 and extension to distinct ability profiles Similar to Section B.1, we extend Theorem 3.3 to handle a general noise model ε(s)
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:10.882245Z
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 c8e0c4b1-6f60-42e9-8f40-ad54260fbae8 · outbound
This paper cites If the merging ofW 2 andW AI utilizesW 2’s action-level abilities, we haveP 2 =P ′ 2 and hence, PC =P 2 −P 1 +P ′ 1 −P ′ 2 =P ′ 1 −P 1 ≥1−2θ.
A Mathematical Framework for AI-Human Integration in Work If the merging ofW 2 andW AI utilizesW 2’s action-level abilities, we haveP 2 =P ′ 2 and hence, PC =P 2 −P 1 +P ′ 1 −P ′ 2 =P ′ 1 −P 1 ≥1−2θ
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:10.734925Z
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 b1eef7b9-12bb-4e61-b437-6354f6bb97a4 · outbound
This paper cites Computer Programmers.
A Mathematical Framework for AI-Human Integration in Work Computer Programmers
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:10.619007Z
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 47315956-6faa-44a9-a206-d28f8965f13b · outbound
This paper cites Computer Programmers.
A Mathematical Framework for AI-Human Integration in Work Computer Programmers
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:55:10.501819Z
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.
Pith citing papers
Observation 57cbed8f-bc83-46f3-9130-4bc6077b9cb7 · inbound
Hope, Signals, and Silicon: A Game-Theoretic Model of the Pre-Doctoral Academic Labor Market in the Age of AI cites this paper.
Hope, Signals, and Silicon: A Game-Theoretic Model of the Pre-Doctoral Academic Labor Market in the Age of AI A Mathematical Framework for AI-Human Integration in Work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:38:08.189825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2e0e2b0-c383-4e58-a8da-7e9478540de4 · inbound
Delegation and Verification Under AI cites this paper.
Delegation and Verification Under AI A Mathematical Framework for AI-Human Integration in Work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:19:30.241557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e40dc3fb-1773-45b6-bc8d-185d35e83870 · inbound
Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains cites this paper.
Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains A Mathematical Framework for AI-Human Integration in Work
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T14:34:45.638219Z
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.