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Paper Citation Record · LEDGER

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

As of 20 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:01.757521Z digest=sha256:7ec778a953ca48d731695a4afd627720887a98cec36bb6202596e302fdf14820

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:01.883480Z digest=sha256:d02ec87ad0100e02b44275adb668b88dbd79b65f5e990d9153b3c92c11965a46

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.016787Z digest=sha256:59f6f89dfcb3b59895106a7b1e3d95d36dd86dcb8f296923350a98654a9bc21a

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.128489Z digest=sha256:9cb7d1eadf979c7af720935133708f6f8d821b8bf760ee77dc8c5e6ea4ae9e01

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.232574Z digest=sha256:a435b6b9088c566715fa0fd7940831bb402a17bb01b9ace414751319330c065c

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.340208Z digest=sha256:b1fea59ec5c5b24c24e95858a91fbaca5f249c2558665722b6e37be4ef9bd62b

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.470880Z digest=sha256:f13ca1336838e6ff3815bf286bded36b420640b4d680dc162e5a833990772cb9

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.591912Z digest=sha256:b48a8b37e1b181ef26f5bf7fa85b274bdee04a97b40988536d84058f999eee20

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.724775Z digest=sha256:6c0dd3e22279faa557232299a7fad24399911c459474240eadfea867d035c949

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.839137Z digest=sha256:d481585c8b68b4bf32eb97189624b5fffd77c0ffc3ed0270d91c1cffdc1deefa

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:02.988403Z digest=sha256:e59c818f63eb171c2fd6396ed3bfdffde2b1c80afab89d811cf8081af1a60eea

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.106287Z digest=sha256:92b294eada005f5fbe5b2d4a21f27ecfc3c7cabd9308c20c87e097babfa158a8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.272081Z digest=sha256:808c5aac921873b7d048f9fcd4772bd8af6e7457d336b160d1ce400b4fe35434

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.369233Z digest=sha256:46d9fe19f4efc6ee8023f7f44e148de6f6c0682c4f862417e16801f44e7de372

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.539760Z digest=sha256:e7874c2c7a2d26b04d0a3c5937722e0df2f4cb39782a72ceece1507f63578de8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.663586Z digest=sha256:9e09e0d0b3ffe0d46f8800a90e640372147c14cbdfbdf935ad5fb8de143ae758

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.816631Z digest=sha256:94cd06bc61ae4846fd33d694dad1d27fbc0a2d2f9807565fdf21e76ab35523a5

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:03.967997Z digest=sha256:60e40329ae1d2c78b86b90608c8ac90e40465925056ea543bb0eea76c346042e

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:04.098995Z digest=sha256:be687d7507e4bb1e57ba934f28b4c9db832212198132f481018fda13ec713d9d

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:04.221873Z digest=sha256:70735ef453da446f14d938c681abbb4c7bd62615d0ec3cb10cc583bae6903f45

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:04.314681Z digest=sha256:00deb0439d179a5687f9247506c35e59ed4e65cf489f07fa6f1a6551791d3709

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:29:04.444181Z digest=sha256:43d150c4ae3be5fc7bf28c979faf67307021506e2fc810db4baff5feef22655b

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.

source=arxiv_source observed=2026-08-07T14:29:04.537342Z digest=sha256:fe283729bb88a997c9b80e05d61b70b298d0861d499972bad607d8d7cda6aeb2

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.

source=arxiv_source observed=2026-08-07T14:29:04.688346Z digest=sha256:15dba7c0ab2e4ed98abdf3711c2d06de9c65fb0bad96fd2ff80c31e4ce3d4ba9

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.

source=arxiv_source observed=2026-08-07T14:29:04.806578Z digest=sha256:2797efd619ba8ca9236967335a6c4a11f7c7381f4159ca29830c600fb15baaaf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T00:30:20.784224Z digest=sha256:d42edcac9c44cef7f5f8caaffa517e5afaa571d62df820a22b3629c0c1b6aeb0