# Underwriting the agent economy, reviewed: what changed in v1.1.0, sgit.ai

> The changes to the article "Underwriting the agent economy, reviewed" in v1.1.0, paragraph by paragraph.

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# Underwriting the agent economy, reviewed: what changed in v1.1.0

From v1.0.0 (2026-10-24, `05830a1fe`) to v1.1.0 (2026-10-27, `db67c5ce1`), paragraph by paragraph.

0 paragraphs added, 0 removed, 10 changed in place, 65 unchanged. About 0 words added and 216 removed. Insertions are marked like this, deletions like this; unchanged runs are folded to one line; figures appear as their file names.

[all versions](../underwriting-the-agent-economy-reviewed.md)

2 unchanged paragraphs

!shot uw-cover.webp | images/ | The cover of "Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack", July 2026, arXiv 2607.11999v2, published under CC BY 4.0.2607.11999v2. | screenshot

10 unchanged paragraphs, under In short {#in-short}, The paper in one page {#cliff-notes}

!shot uw-cliff.webp | images/ | The paper on one page: the problem (silent coverage, a disconnect between underwriters and businesses, three providers carrying over 80% of deployments, agent task length doubling every four months),problem, the proposal (affirmative cover in the billions by 2030, an eight-part stack, recurring technical tests, expected-loss pricing),proposal, the precedents (Underwriters Laboratories, the Closed Claims Project, cyber, nuclear) and the tails (a coverage tower up to a government backstop).tails. | concept

3 unchanged paragraphs

!shot uw-failures.webp | images/ | Table 1 of the paper: common failure modes of AI agents (reliability, alignment, security, multi-agent),agents, with the paradigmatic risks and a real example of each. | screenshot

3 unchanged paragraphs, under The AI insurance stack {#the-stack}

!shot uw-stack.webp | images/ | Figure 1 of the paper, the AI insurance stack:stack, with incident data atloopingthethroughtopeachfeeding standards and accumulation risk research, which feed risk selection and pricing, then ongoing loss control and incident response and claims, which loopstage back to incident data.itself. | screenshot

3 unchanged paragraphs, under Standards, and the precedent that makes the case {#standards}

!shot uw-standards.webp | images/ | Table 3 of the paper: ISO 42001, the NIST AI RMF, STAR for AI and AIUC-1 compared side by issuing body, release, revision cadence, type, focus, whether certification is performance-based, and depth of technical prescription.side. | screenshot

1 unchanged paragraph

!shot uw-ul.webp | images/ | Section II.3.E of the paper: Underwriters Laboratories, founded by property insurers in 1894, testing fire suppression sprinklers around 1919;and the UL mark as a de facto test of insurability, later referenced in electrical codes.mark. | screenshot

2 unchanged paragraphs, under The tails {#the-tails}

!shot uw-tower.webp | images/ | Figure 2 of the paper: a hypothetical coverage tower for frontier AI catastrophic risk, from self-insured retention and primary insurance through mutual insurance, reinsurance and catastrophe bonds to a government backstop.risk. Proportions are illustrative. | screenshot

20 unchanged paragraphs, under The market already selling it {#the-market}, What the paper asks for, and does not build {#the-gap}, What we are building at RiskMandate {#riskmandate}

!shot uw-map.webp | images/ | The paper's eight componentscomponents,on the left; on the right,and what RiskMandate and sgit already produce:producetheforagenteach.behaviour policy (reach, mandate, the gap), hooks and their audit logs, tests and drills, the delegation record, AIUC-1 as a graph with its conformance layer, insurability as a query, and the maintainers' sign-off on what agents run on. Solid lines exist; dashedDashed lines are proposed. | concept

3 unchanged paragraphs, under What we did with AIUC-1 {#aiuc-1}

!shot uw-insurability.webp | images/ | The AIUC-1 conformance layer on sgit.ai computing insurability for an invented subject on a given date: one condition met, 52 exclusions, none of five consequences covered, each with the reason in the control's own words.subject. Unofficial and derivative; not approved, certified or endorsed by AIUC.derivative. | screenshot

3 unchanged paragraphs, under What the paper has that we still miss {#what-we-miss}

!shot uw-gaps.webp | images/ | What the paper has that we still miss: a loss number, incident data at scale, accumulation, contract language, a recurring test cadence,accumulation and multi-agent failures.more. | concept

15 unchanged paragraphs, under What this does not claim {#limits}, Where this comes from {#sources}

[all versions](../underwriting-the-agent-economy-reviewed.md)


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