Paper Citation Record · LEDGER

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable

As of 6 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2606.12848.

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

pith.paper-citation-record.v1
2606.12848 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T07:10:08.447811Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:01:09.075799Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T03:45:55.749644Z

Reference resolution

30 of 30 outbound references displayed

verified exact3
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b54dea10-361e-4249-a9fb-536e3ddce9b0 · outbound

This paper cites Towards end-to-end automation of ai research.Nature, 2026.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Towards end-to-end automation of ai research.Nature, 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 728c524a-505a-4c6f-a01c-699b7f154eec · outbound

This paper cites White, Doug Burger, and Chi Wang.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable White, Doug Burger, and Chi Wang

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ecc402-8ce0-4eb5-b2f5-f2cee3650c53 · outbound

This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework, 2023.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable MetaGPT: Meta programming for a multi-agent collaborative framework, 2023

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ae33b5-7c77-453e-b4b5-a0a6175a10c2 · outbound

This paper cites AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:22.396582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1f23809e-10d4-46f6-9c32-d076a787229a · outbound

This paper cites Estimating the reproducibility of psychological science.Science, 349(6251):aac4716, 2015.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Estimating the reproducibility of psychological science.Science, 349(6251):aac4716, 2015

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d5b727-541d-4d0e-92a1-49637cabbb22 · outbound

This paper cites Methods matter: p-hacking and publication bias in causal analysis in economics.American Economic Review, 110(11):3634–3660, 2020.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Methods matter: p-hacking and publication bias in causal analysis in economics.American Economic Review, 110(11):3634–3660, 2020

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e861494-05bd-4d07-b356-de773723e943 · outbound

This paper cites Martin, Paola Anselmi, Frederik Aust, Erica Awtrey, et al.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Martin, Paola Anselmi, Frederik Aust, Erica Awtrey, et al

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e254e76c-77e4-454d-a306-95b2bdc902cf · outbound

This paper cites Nosek, Charles R.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Nosek, Charles R

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b12332e1-f30b-46ca-936d-7370782512ea · outbound

This paper cites Survey of Hallucination in Natural Language Generation.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Survey of Hallucination in Natural Language Generation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:22.391537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6d9a4c09-2c7c-4261-99bd-6c6dd8edb02d · outbound

This paper cites A large-scale comparison of divergent creativity in humans and large language models.Nature Human Behaviour, 10:531–540, 2025.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable A large-scale comparison of divergent creativity in humans and large language models.Nature Human Behaviour, 10:531–540, 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61892167-d79a-46ad-b419-ebee70a21855 · outbound

This paper cites Doshi and Oliver P.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Doshi and Oliver P

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89069b13-ac99-4c6f-8289-642b68af0482 · outbound

This paper cites Does writing with language models reduce content diversity? InProceedings of the International Conference on Learning Representations (ICLR), pages 642–669, 2024.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Does writing with language models reduce content diversity? InProceedings of the International Conference on Learning Representations (ICLR), pages 642–669, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d38fa8f7-7a95-4f1a-aac0-8ae65ea8b65e · outbound

This paper cites Anderson, Jash H.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Anderson, Jash H

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe334410-aaba-497b-9400-2a43409cb5ab · outbound

This paper cites Thaler and Cass R.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Thaler and Cass R

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30c4ae5-5a4e-46fe-ae67-9f841dcfd3da · outbound

This paper cites When combinations of humans and AI are useful: A systematic review and meta-analysis.Nature Human Behaviour, 8:2293–2303, 2024.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable When combinations of humans and AI are useful: A systematic review and meta-analysis.Nature Human Behaviour, 8:2293–2303, 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fc316af-470f-4d62-b2de-a29e66c2a008 · outbound

This paper cites Marks, Leslie A.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Marks, Leslie A

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b44cc8-4e61-4d43-a07e-ab11456ddb47 · outbound

This paper cites Human-centered artificial intelligence: Reliable, safe & trustworthy.International Journal of Human–Computer Interaction, 36(6):495–504, 2020.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Human-centered artificial intelligence: Reliable, safe & trustworthy.International Journal of Human–Computer Interaction, 36(6):495–504, 2020

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f760e2-01a3-4f40-9978-0d2d7a054a1e · outbound

This paper cites Bennett, Kori Inkpen, Jaime Teevan, Ruth Kiber, and Eric Horvitz.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Bennett, Kori Inkpen, Jaime Teevan, Ruth Kiber, and Eric Horvitz

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7394b85c-6df2-46d7-973c-84295e031d30 · outbound

This paper cites Human-in-the-loop machine learning: a state of the art.Artificial Intelligence Review, 56(4):3005– 3054, 2023.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Human-in-the-loop machine learning: a state of the art.Artificial Intelligence Review, 56(4):3005– 3054, 2023

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac9750b-eec5-48fe-9675-611656d2f9ff · outbound

This paper cites Hler: Human-in-the-loop economic research via multi-agent pipelines for empir- ical discovery.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Hler: Human-in-the-loop economic research via multi-agent pipelines for empir- ical discovery

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:22.394234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6d8615a2-a89a-4261-8440-16473731050a · outbound

This paper cites CAMEL: Communicative agents for “mind” exploration of large language model society, 2023.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable CAMEL: Communicative agents for “mind” exploration of large language model society, 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c99fe7-d99a-4f94-a3d8-8419def484b6 · outbound

This paper cites The race between man and machine: Implications of technology for growth, factor shares, and employment.American Economic Review, 108(6):1488–1542, 2018.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable The race between man and machine: Implications of technology for growth, factor shares, and employment.American Economic Review, 108(6):1488–1542, 2018

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7d78c0-95e2-4c59-8d8d-27965d56039d · outbound

This paper cites Tasks, automation, and the rise in u.s.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Tasks, automation, and the rise in u.s

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06fc496e-d710-4108-afee-3550d0df99fb · outbound

This paper cites Technology, geography, and trade.Econometrica, 70(5):1741–1779, 2002.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Technology, geography, and trade.Econometrica, 70(5):1741–1779, 2002

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a2eec4-55d7-4744-b544-cef3491bc63f · outbound

This paper cites Jones, and Peter J.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Jones, and Peter J

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f7b6c65-9ad0-4f4d-8870-887404aebe80 · outbound

This paper cites an unresolved cited work.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f859ffe-9481-43cb-a1fa-24640cc489ac · outbound

This paper cites Munafò, Brian A.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Munafò, Brian A

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c2a3342-1856-4b6b-b83d-31f6533a4c0e · outbound

This paper cites Transparency, reproducibility, and the credibility of economics research.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Transparency, reproducibility, and the credibility of economics research

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fec85afd-f193-4d14-9c4d-786dc298ffc9 · outbound

This paper cites Simmons, and Leif D.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Simmons, and Leif D

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f271907-d689-4d2b-9eff-3c036ac4f6dd · outbound

This paper cites Griffiths.

(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable Griffiths

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T07:10:08.447811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 41eb2845-54b7-45eb-9fc8-0289a7151d07 · inbound

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops cites this paper.

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable

Reference 195

Resolution: verified exact; local_arxiv, observed 2026-07-09T03:45:55.751030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a7a45cb4-e0a7-4905-8ec6-d7478a6b198b · inbound

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development cites this paper.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.075799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.