Paper Citation Record · LEDGER

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk?

As of 21 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2505.18953.

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

pith.paper-citation-record.v1
2505.18953 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:29:04.806578Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T00:30:20.784224Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T19:06:03.516920Z

Reference resolution

25 of 25 outbound references displayed

verified exact2
verified fuzzy2
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20a780a9-9056-4ac6-80c4-4b8dcf8f3969 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:10.934554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 401ee494-0a0a-45c3-ac22-2598d1083216 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:10.633841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27e7ba92-d726-4449-8901-da935b380fcc · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:10.396992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b80fd42-e4f7-43e5-8cd0-77cef907e3c3 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:10.173803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8b82a486-5541-42de-81c3-f3182f30e8ff · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:09.860635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ec2a860-4257-4d5a-8a3e-af143bbd55a6 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:09.561477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d10adec-4381-4d2c-8030-60bd26639d19 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:09.278561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30ff755c-30d5-40bf-af81-719782e1da28 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:08.962809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9600a788-a1e1-453e-ae7a-da3b9ee5c1e1 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:08.682439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65003906-9a52-45b1-be0b-0a148afaabf9 · outbound

This paper cites Grable and Ruth H.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Grable and Ruth H

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:29:08.323753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1bcfc76a-fd4c-45ce-a720-86cf7824c5ca · outbound

This paper cites Nucleation and growth manifest universal scaling, surely.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Nucleation and growth manifest universal scaling, surely

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:29:05.341649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed711801-3ab4-4794-a537-3542f793ad5f · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:08.044211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 70d78886-bef0-4427-aebc-6d87925e9457 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:07.720063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac104e42-fcff-4e45-bc18-defc27282caa · outbound

This paper cites Phase field model for multi-material shape optimization of inextensible rods.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Phase field model for multi-material shape optimization of inextensible rods

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:29:05.077525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9bfc1cab-0790-4a75-891b-58d22ac808f3 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:07.333334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67c4ffe0-302b-4a26-a59a-40ca182bf4ee · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:07.165847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 97b4c5b0-05de-4667-9c45-a18a11650c07 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:07.002807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5d0df44b-eed2-4e6d-94f7-cb25d4cc8519 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:06.757933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02b330c4-c860-4b61-b5b9-26100b95a7a8 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:06.477188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af66d680-c4d0-4b4d-a6d5-0f70e1c06e8c · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:06.190275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e56c960a-202a-4605-b90f-c43127d8aa82 · outbound

This paper cites Stanley and William D.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Stanley and William D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:29:05.932927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ea77bb0-2e48-4d3a-9562-020463dab5d9 · outbound

This paper cites an unresolved cited work.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:05.604555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 554f72a9-f6a4-400e-a561-ade17d486611 · outbound

This paper cites Exposing Product Bias in LLM Investment Recommendation.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Exposing Product Bias in LLM Investment Recommendation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:04.537342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a20d45a-3c0f-4cfe-af82-4906d1f3ebb4 · outbound

This paper cites online" 'onlinestring :=.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? online" 'onlinestring :=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:04.688346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb5c6f2-85c0-4949-8e86-dacc5ed8375d · outbound

This paper cites write newline.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? write newline

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:04.806578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6656e89c-c369-4991-a9e7-8905fe51fe63 · inbound

Auditing AI Investment Recommendations as Executable Actions cites this paper.

Auditing AI Investment Recommendations as Executable Actions Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:06:03.518187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.