Paper Citation Record · LEDGER

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.13230.

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

pith.paper-citation-record.v1
2607.13230 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:54:09.307395Z

measured 38 of 38 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

38 of 38 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68a44f0e-28dc-4a54-a26c-9ec6748fb248 · outbound

This paper cites Concrete Problems in AI Safety.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Concrete Problems in AI Safety

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:04.228845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f154a2e6-40ad-4654-aeec-7967e3d2ba4e · outbound

This paper cites Armilla launches affirmative ai liability insurance with lloyd’s underwriter chaucer,.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Armilla launches affirmative ai liability insurance with lloyd’s underwriter chaucer,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:04.443693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29aa65b1-b7dd-4ca3-bf84-261b30dd8f3c · outbound

This paper cites AXA XL unveils new cyber insurance extending coverage to help businesses manage emerging GenAI risks, 2024.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation AXA XL unveils new cyber insurance extending coverage to help businesses manage emerging GenAI risks, 2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:04.572317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2b4c209-ae7b-4252-bc6a-08a9963d3346 · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:04.716327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad1aeae-c19d-4efb-8a1e-99e491d6ab4e · outbound

This paper cites Bengio, G.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Bengio, G

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:04.886869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f01049a-d745-40fe-84ea-6a30d44c14dd · outbound

This paper cites Biener, M.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Biener, M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:05.099111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97bd7bb-0362-4777-866d-95915e91b557 · outbound

This paper cites Bohme and G.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Bohme and G

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:05.243872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2a23e3-5f32-4cd1-bfd3-c522dc4de2c4 · outbound

This paper cites Bolot and M.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Bolot and M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:05.375329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff3e6764-9dbb-45d2-b152-5cc3b01c543b · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation On the Opportunities and Risks of Foundation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:05.564282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6a0fb6-16e2-4347-8cc0-9738d59bdb22 · outbound

This paper cites Calabresi.The Costs of Accidents: A Legal and Economic Analysis.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Calabresi.The Costs of Accidents: A Legal and Economic Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:05.791149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67bdfaf-c810-4b51-a8c1-30032dd86bc7 · outbound

This paper cites Carlini and D.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Carlini and D

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:05.958088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4910dc9-9434-4df0-aa89-af7c2091f0e3 · outbound

This paper cites Chaucer and armilla ai launch vanguard ai coordinated insurance structure, 2025.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Chaucer and armilla ai launch vanguard ai coordinated insurance structure, 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.075904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b014c6-8997-4feb-9414-dbe853994a0f · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.150726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af43dd46-45f1-49eb-b251-b6f2a94d143f · outbound

This paper cites Ehrlich and G.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Ehrlich and G

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.235798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd8692b-a210-4513-a946-69f6b84b466a · outbound

This paper cites Methodological principles of insur- ance stress testing: Cyber component, 2024.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Methodological principles of insur- ance stress testing: Cyber component, 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.322753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95263471-cfff-4bd5-a94e-7db0f5a15384 · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.413148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08bd7447-fcc8-4071-922f-d2f0413b723f · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.485577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b3fcfcd-4f45-4857-9f53-5c2c2dc75ca0 · outbound

This paper cites Greshake, S.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Greshake, S

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.564410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abe095ad-c723-4153-8d45-2eaba169d39c · outbound

This paper cites Humayed, J.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Humayed, J

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.664033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7301c4-ca9d-4c7c-9931-8a29fc6ae4e4 · outbound

This paper cites Mitigating Moral Hazard in Cyber Insurance Using Risk Preference Design.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Mitigating Moral Hazard in Cyber Insurance Using Risk Preference Design

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.734916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3efb4e37-058e-4474-ab88-49d1bef9f4af · outbound

This paper cites Cyber Insurance for Cyber Resilience.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Cyber Insurance for Cyber Resilience

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.808804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82294504-fd84-4524-9957-0bb7643d0d48 · outbound

This paper cites A Tale of Two Mechanisms: Incentivizing Investments in Security Games.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation A Tale of Two Mechanisms: Incentivizing Investments in Security Games

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:06.900128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3c15ab-a090-46d0-ba10-cb9e4d656674 · outbound

This paper cites Cybersecurity insurance report, 2025.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Cybersecurity insurance report, 2025

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.003298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8ad41b6-21a1-474c-8248-9c3c22e6ea4e · outbound

This paper cites Artificial intelligence risk management frame- work (ai rmf 1.0).

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Artificial intelligence risk management frame- work (ai rmf 1.0)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.079918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f5d149-a6c2-406c-96af-1598f009ac4b · outbound

This paper cites OWASP Top 10 for Large Language Model Applications.https:// owasp.org/www-project-top-10-for-large-language-model-applications/, 2025.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation OWASP Top 10 for Large Language Model Applications.https:// owasp.org/www-project-top-10-for-large-language-model-applications/, 2025

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.185652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 219b252e-ed65-4b60-96e4-ddabc934e3cd · outbound

This paper cites Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.329981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1a9949-fd13-4620-a527-c27498ed5776 · outbound

This paper cites Ignore Previous Prompt: Attack Techniques For Language Models.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Ignore Previous Prompt: Attack Techniques For Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.458825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3722dbab-2960-4005-89eb-9cd51ecf9963 · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.629796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 548d184f-b1af-4103-9d2f-b823ce285aa3 · outbound

This paper cites Quinonero-Candela, M.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Quinonero-Candela, M

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.778427Z

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Unavailable: canonical work link unavailable.

Observation e99c6137-5b6e-4a6c-a262-c59ada613332 · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:07.972306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80bbac88-b9da-4732-8b8c-981c7bf5d11f · outbound

This paper cites Romanosky, L.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Romanosky, L

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:08.126024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb675c6-5ad8-46b5-912c-cd35dba2a42f · outbound

This paper cites Rothschild and J.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Rothschild and J

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:08.282395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4918c5a-14e2-4978-8e64-8d4b90aab78b · outbound

This paper cites an unresolved cited work.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:08.472487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2442bd8-7892-468f-8e90-921336c15845 · outbound

This paper cites Advancing accumulation risk management in cyber insurance, 2024.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Advancing accumulation risk management in cyber insurance, 2024

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:08.688973Z

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Unavailable: canonical work link unavailable.

Observation 45e1acd3-ba7b-4c33-ab79-e4b5a923115d · outbound

This paper cites Zhang and Q.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Zhang and Q

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:08.888176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dd80118-cd0e-402c-8a10-5c07871f4f2f · outbound

This paper cites Zhang and Q.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Zhang and Q

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:09.056250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25660cfe-6920-4b53-9ffc-ab3b7272a698 · outbound

This paper cites Insurance of Agentic AI.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation Insurance of Agentic AI

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:09.162952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 621baae9-e008-4888-a4be-5a16476ceda8 · outbound

This paper cites The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale.

AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T05:54:09.307395Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.