Phil Dawson, Armilla AI: Insurance for AI Risks

About this episode

Phil Dawson discusses the emerging field of AI insurance and its implications for risk management and governance.

Could a private insurance market play a significant role in compensating for AI-related harms and incentivizing companies to engage in more effective AI governance? Phil Dawson of Armillla AI explains why AI insurance is emerging as a distinct product category, why traditional policies aren't effective at addressing AI risks, and what AI insurance actually covers. Dawson details Armilla's journey from AI testing platform assurance provider to, managing general agent for AI insurance policies, arguing that the company's AI audit experience gave it the risk data and evaluation capabilities needed to underwrite AI systems. A key turning point, he says, was realizing that as companies received reports showing how their models performed or underperformed, they became more concerned about risk, and insurance emerged as the next logical step to build trust. Dawson identifies the absence of claims data as the central challenge for AI underwriting, which forces insurers to rely on proxy signals. He argues that policymakers can help by incentivizing transparency, disclosure, and third-party assessment. Drawing on lessons from cyber insurance, Dawson contends that risk-based pricing must be…

People in this episode

Host: Kevin Werbach

Guest: Phil Dawson

Topics covered

• AI insurance
• risk management
• AI governance
• insurance market
• transparency
• cyber insurance

Keywords

• AI risks
• insurance
• governance
• claims data
• risk-based pricing
• transparency
• third-party assessment

Mentioned in this episode

Organizations: Armilla AI

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