---
title: "Insurance & AI Glossary"
url: "https://www.testudo.co/glossary"
description: "Plain-English definitions of the insurance and AI terms brokers meet when placing AI liability insurance for generative AI, from Tech E&O to Lloyd's."
site: "Testudo"
---

Glossary

# Speak the language of AI liability insurance

Plain-English definitions of the coverage, distribution, and risk terms that come up when AI companies and brokers place AI liability cover for generative AI.

Search glossary terms

## A

9 terms

- ### [Absolute AI Exclusion](https://www.testudo.co/glossary/absolute-ai-exclusion)

  An insurance endorsement that bars coverage for any claim arising out of the use, deployment, or development of artificial intelligence, with no carve-back.
- ### [Affirmative AI Coverage](https://www.testudo.co/glossary/affirmative-ai-coverage)

  Policy language that explicitly grants coverage for claims arising from artificial intelligence systems, rather than leaving the exposure ambiguous.
- ### [Agentic AI Liability](https://www.testudo.co/glossary/agentic-ai-liability)

  Third-party liability arising when an autonomous AI agent takes an unauthorized action, transacts on a user's behalf, or causes financial loss outside its intended scope.
- ### [AI Governance](https://www.testudo.co/glossary/ai-governance)

  The policies, controls, and accountability structures an organization puts in place to deploy AI safely and lawfully, increasingly a condition of favorable insurance underwriting.
- ### [AI Hallucination Liability](https://www.testudo.co/glossary/ai-hallucination-liability)

  The third-party legal exposure a deployer faces when a generative AI system produces a false, fabricated, or unsupported output that a user relies on to their financial detriment.
- ### [AI Indemnification](https://www.testudo.co/glossary/ai-indemnification)

  A contractual promise from an AI vendor (such as Microsoft Copilot Copyright Commitment or Google Cloud) to defend customers against IP claims arising from the vendor's AI outputs.
- ### [AI Liability Insurance](https://www.testudo.co/glossary/ai-liability-insurance)

  Third-party cover for the liability a company takes on when the AI it deploys causes harm to someone else.
- ### [AI Washing](https://www.testudo.co/glossary/ai-washing)

  The legal and regulatory exposure a company faces when it overstates or misrepresents its use of artificial intelligence, drawing securities, consumer-protection, or false-advertising claims.
- ### [Algorithmic Bias Liability](https://www.testudo.co/glossary/algorithmic-bias-liability)

  The legal exposure a company faces when an AI system produces discriminatory or disparate outcomes in hiring, lending, housing, or pricing decisions.

## C

2 terms

- ### [Claims-Made Policy](https://www.testudo.co/glossary/claims-made-policy)

  A policy that responds only to claims first made against the insured and reported to the carrier during the policy period, regardless of when the underlying act occurred.
- ### [Cyber Liability Insurance (Cyber)](https://www.testudo.co/glossary/cyber-liability-insurance)

  Coverage for losses arising from cyber-attacks, data breaches, and the regulatory and third-party fallout that follows.

## D

2 terms

- ### [Data Poisoning](https://www.testudo.co/glossary/data-poisoning)

  An adversarial attack that manipulates an AI model's training or retrieval data to corrupt its behavior, creating a deployer liability exposure when the tainted outputs cause harm.
- ### [Duty to Defend](https://www.testudo.co/glossary/duty-to-defend)

  An insurer's obligation to fund and provide legal defense for any lawsuit where at least one allegation, if proven, would fall within policy coverage.

## F

1 term

- ### [Foundation Model Liability](https://www.testudo.co/glossary/foundation-model-liability)

  The exposure faced by developers of base AI models (OpenAI, Anthropic, Google) and by companies that build downstream applications on those models.

## G

1 term

- ### [Generative AI Exclusion (CG 40 47 / CG 40 48 / CG 35 08)](https://www.testudo.co/glossary/generative-ai-exclusion)

  A set of Verisk-filed Commercial General Liability endorsements removing coverage for bodily injury, property damage, and personal and advertising injury arising from generative AI.

## H

1 term

- ### [Hammer Clause](https://www.testudo.co/glossary/hammer-clause)

  A consent-to-settle provision that caps an insurer's liability at a rejected settlement amount if the insured refuses to settle a claim the insurer recommends resolving.

## L

1 term

- ### [Lloyd's Coverholder](https://www.testudo.co/glossary/lloyds-coverholder)

  A company authorized by a Lloyd's managing agent to enter into contracts of insurance on behalf of the members of a Lloyd's syndicate, under a binding authority.

## N

1 term

- ### [NAIC Model AI Bulletin (AIS Program)](https://www.testudo.co/glossary/naic-model-ai-bulletin)

  A National Association of Insurance Commissioners bulletin adopted in December 2023 requiring insurers to maintain a written AI governance program (AIS Program) for all consumer-facing AI use.

## P

1 term

- ### [Prompt Injection Liability](https://www.testudo.co/glossary/prompt-injection-liability)

  The exposure created when an attacker manipulates an AI system's instructions to exfiltrate data, bypass guardrails, or cause unintended actions on behalf of a user or company.

## R

1 term

- ### [Retroactive Date](https://www.testudo.co/glossary/retroactive-date)

  The earliest date on which a wrongful act can have occurred and still be covered under a claims-made policy, anchoring how far back prior acts are insured.

## S

2 terms

- ### [Silent AI](https://www.testudo.co/glossary/silent-ai)

  A coverage gap where an existing insurance policy is neither affirmatively granting nor explicitly excluding AI-related claims, leaving the insurer's exposure undefined.
- ### [Surplus Lines Insurance (E&S)](https://www.testudo.co/glossary/surplus-lines-insurance)

  Specialty insurance written by non-admitted carriers for risks the admitted market will not insure, regulated state-by-state with surplus lines taxes.

## T

3 terms

- ### [Tech Errors and Omissions Insurance (Tech E&O)](https://www.testudo.co/glossary/tech-errors-and-omissions-insurance)

  A professional liability policy that covers technology companies when their products or services cause a client to suffer financial loss.
- ### [Third-Party Liability Insurance (TPL)](https://www.testudo.co/glossary/third-party-liability-insurance)

  Coverage that responds when the insured is legally liable for harm caused to a third party, paying defense costs and damages.
- ### [Training Data Infringement](https://www.testudo.co/glossary/training-data-infringement)

  Copyright or IP claims brought against an AI developer or deployer for the unlicensed use of protected works in model training datasets.

## W

1 term

- ### [Wrongful Act](https://www.testudo.co/glossary/wrongful-act)

  The defined event that triggers coverage under a claims-made liability policy, typically an actual or alleged act, error, or omission in the insured's covered activities.

---

## More from Testudo

- [Site index for agents](https://www.testudo.co/llms.txt)
- [How to use Testudo (agent instructions)](https://www.testudo.co/agents.md)
- [Coverage summary](https://www.testudo.co/coverage.md)
- [Sitemap](https://www.testudo.co/sitemap.xml)
