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Paper Citation Record · LEDGER

Evaluating AI cyber capabilities with crowdsourced elicitation

As of 15 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2505.19915.

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

pith.paper-citation-record.v1
2505.19915 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:09:05.884890Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0fb65c37-169b-483e-86d2-5e4251b580e5 · outbound

This paper cites CAI: An Open, Bug Bounty-Ready Cybersecurity AI.

Evaluating AI cyber capabilities with crowdsourced elicitation CAI: An Open, Bug Bounty-Ready Cybersecurity AI

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:05.695474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:05.695474Z digest=sha256:e8911a6e9f5a4c0eae7fc9c32d53ac857c9b74a77a41f7b6c960bbf4eb398b33

Observation 4678318c-7e73-4578-93fb-40fe1181d1c8 · outbound

This paper cites Hacking CTFs with Plain Agents.

Evaluating AI cyber capabilities with crowdsourced elicitation Hacking CTFs with Plain Agents

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:05.804974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:05.804974Z digest=sha256:41fea445cd01ee5bc314fae989cfb5e92f48daea5672a4f83f7b1172738b649b

Observation 7eb4f4f9-47db-4817-9650-4a62d63f83d1 · outbound

This paper cites B.1 CAI Used a custom harness design they spent about 500 dev-hours on, see (Mayoral-Vilches et al.

Evaluating AI cyber capabilities with crowdsourced elicitation B.1 CAI Used a custom harness design they spent about 500 dev-hours on, see (Mayoral-Vilches et al

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:06.342399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T14:09:05.884890Z digest=sha256:ce7356d0d832a332108b80d7b9ac7bbc6e2e57b78118420c82e12201ad452c64

Observation 2283ad5a-f2cc-4c9d-ade4-8a3343242650 · outbound

This paper cites CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models.

Evaluating AI cyber capabilities with crowdsourced elicitation CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:05.202915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:05.202915Z digest=sha256:6ede6ad614f8e9419dca2842362c7f55e9c76df09e575d0f283f534413e1a070

Observation 505609de-4280-4936-bbc2-356cb0c35db8 · outbound

This paper cites Measuring AI Ability to Complete Long Software Tasks.

Evaluating AI cyber capabilities with crowdsourced elicitation Measuring AI Ability to Complete Long Software Tasks

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:05.565724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:05.565724Z digest=sha256:96ee9d7c60898d29e6065e57c452754954dc5cb3b08ebaa6b6bbbf036cd2dac0

Pith citing papers

No inbound Pith citation observations are available.