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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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T05:23:03.912919Z digest=sha256:1f48f2dfce068e3c648dd8617c8196f661ab4eb0b23cdcba9e357947fe8dabd9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T05:23:03.919911Z digest=sha256:8b6596d7f2c89b45b25278f12897c824e73afaa3422fda2624062cb34e9596d1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T05:23:03.926950Z digest=sha256:587cb420638046fb273f9d5a1b36c0a9ec567c21bb9e297d582bd6e6ee5593eb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T05:23:03.933057Z digest=sha256:e35ac7e8bd8233aa50cc1623ac8c881809dbf896514012692a71b9e42a92d099

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T05:23:03.938872Z digest=sha256:286e1abac94f77c95dbff4a72024aa105423cd4110f7f4c5a921ce9eb9952813

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T05:23:03.949076Z digest=sha256:7808524986e87ed18964792c6c0a087eb6b538952812a5f1f02e17f30efc75b0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:28:25.588007Z digest=sha256:c1b0156fafbdc41bb917e504b1ac9581cac9e565d4bd7265ac4c560ac7e1695f