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Paper Citation Record · LEDGER

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents

As of 17 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2504.20903.

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

pith.paper-citation-record.v1
2504.20903 v4

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:23:03.949076Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:28:25.588007Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:28:26.035806Z

Reference resolution

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 167d8df2-5c59-4325-af84-c89f19d8b629 · outbound

This paper cites an aid to prediction and decision -making.

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents an aid to prediction and decision -making

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:23:04.087609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T05:23:03.912919Z digest=sha256:3b822b63d02f45468972b96997b5bcdc8da0793a1b92d0c3ab16bcca76eb175c

Observation a51760fa-a4c6-48a6-8e9e-e9b6a952be71 · outbound

This paper cites hallucinatory AI.

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents hallucinatory AI

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:23:04.068821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T05:23:03.919911Z digest=sha256:86c75915f23914f2e6d92c9669ad2bf7386b00cc5f28518d8819abca671d8bc3

Observation bd2fc3e6-1207-4c98-8bd1-f25190c11c4b · outbound

This paper cites good enough.

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents good enough

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:23:04.052030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T05:23:03.926950Z digest=sha256:06e0211eda92e0a8136a13157dc824f78fb7e4df24c2d526101aaa6e390456e9

Observation d1399b32-64c8-4976-aa23-4290c7373f62 · outbound

This paper cites crowd” nonetheless converges on incorrect outcomes when individual signals are highly correlated. This phenomenon, often described as cases where “the crowd gets it wrong,.

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents crowd” nonetheless converges on incorrect outcomes when individual signals are highly correlated. This phenomenon, often described as cases where “the crowd gets it wrong,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:23:04.032602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T05:23:03.933057Z digest=sha256:9b5ec1747a55313a8c0ccbb21672b3628962d0e51d74e6ba36ef7b57d3afcf0b

Observation 66150fd3-5257-42d1-ae7d-60302aac9b3c · outbound

This paper cites breadth” follows “depth.

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents breadth” follows “depth

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:23:04.014184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T05:23:03.938872Z digest=sha256:ef8e33d6dd3e8fee76b8b6ed767fd332adca7f1d3d6a5847e2e0abdc6fe934ec

Observation 02d8addc-952c-4a99-a207-dd313d0ad0d7 · outbound

This paper cites AI -first.

When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents AI -first

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:23:03.996231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T05:23:03.949076Z digest=sha256:8c0e69b8062325d768b2383295a5ef89c7931dab581f74adf5a982e93b3e3df4

Pith citing papers

Observation 5084f76c-5ea4-42bd-bfbb-2c77f0bfc152 · inbound

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems cites this paper.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:28:26.065767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:28:25.588007Z digest=sha256:78d99c67735464dd6105740bd5f7b293caffc4b8be9c017fc9d447a775637926