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Paper Citation Record · LEDGER

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2505.04950.

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

pith.paper-citation-record.v1
2505.04950 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:24:53.966184Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:40:01.033232Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 66d7faba-61da-4d35-a029-dba159ac5fd5 · inbound

Last Layer Hamiltonian Monte Carlo cites this paper.

Last Layer Hamiltonian Monte Carlo Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T18:24:53.966184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:24:53.966184Z digest=sha256:2f1fed092ba1e8b9d23a42ecefdd345ea6acc3fb745c9fc3268fa56fb69b377c

Observation 5fa3bb98-5d29-4a96-bf0c-1a97b9e2ea5d · inbound

Statistical inference with belief functions: A survey cites this paper.

Statistical inference with belief functions: A survey Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:20:55.487737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-11T03:18:35.058354Z digest=sha256:3b8a6db9f839c219fed7609843f521f9286047dd0bd1dae877551e83f0d9a024

Observation dad3c8f6-bdce-4c0f-b61c-c7ac5eef344e · inbound

Conformalised imprecise inference for robust extrapolation under limited data cites this paper.

Conformalised imprecise inference for robust extrapolation under limited data Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-29T22:54:01.196021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T22:49:01.100662Z digest=sha256:543cd876a07e41d014066be436f7dd5c129d1aca59145db0aee3b1a411319531

Observation 65cfb235-db9f-49b3-a4ab-540dbba9aeb1 · inbound

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics cites this paper.

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T17:40:01.034746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T23:28:39.739645Z digest=sha256:abcef3eb6c680630eb94fcd63a4e95c2a6b48d29a8c5c2e35bf56a0c5d7908f8

Observation d6b66716-1ec5-4d8c-884b-6e98a3233e93 · inbound

Decision-Aligned Evaluation of Uncertainty Quantification cites this paper.

Decision-Aligned Evaluation of Uncertainty Quantification Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:59:52.258510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T05:42:15.306668Z digest=sha256:b506792455022aa693a95e1c60f50d06bce2bce2b74a48084629f176ac3d0db6