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Paper Citation Record · LEDGER

Evaluating AI cyber capabilities with crowdsourced elicitation

As of 8 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 2026-08-07T06:34:17.273281+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=sha256:403bcce310a7b274116bdc78cb53f0e01d5a787a6f35012aa06f5cc4f277abf3

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:d37bef0978f99718b53b690732d79d7d03ed7721befc51457fdb8f8b06c91b4d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:09:05.884890Z digest=sha256:0c6b0bc77bd9d3e3ab6ecd15af6fc25d061bbe90af24791301114c6f704c2ea5

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:a67107dc90a707fca5fcd45b01593ba440c900bf46a0497f352b97a4320c998e

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=sha256:533c979e603454945656705748f94e13b5f7a8ee8dd1da4392121bf371c9ec92

Pith citing papers

No inbound Pith citation observations are available.