Liability and insurance

Someone answers when an AI system gets it wrong.

Facts

Lane: Trust and governance
Wave: 9 of 12 (build order, not a date)
Needs: 17 boxes all the way back through hard links
Unlocks: 0 boxes downstream through hard links
Leverage: None
Cluster: Trust plumbing and the agent economy

Evidence as of October 2026

A Singapore IMDA paper in May 2026 examined which of developer, provider or deployer answers when an agent acts in unintended ways, and recorded disagreement. Gervais and Nay argue liability should trace to the humans behind the system through existing agency law.

Detail boxes 1

EU strict liability for AI software capability · Emerging · helps, not required

The revised EU Product Liability Directive makes software and AI systems products under no-fault liability, with court-ordered disclosure and presumptions of defect.

Directive 2024/2853 must be transposed by 9 Dec 2026; a defect is presumed if a defendant fails to disclose evidence, and open source supplied outside commercial activity is exempt.

01Revised EU product liability regime expands to AI software providers (Pinsent Masons)

Around it

Needs · 2

Audit and attributioncapability · Emerging
Calibrated abstentioncapability · Emerging · helps, not required

Unlocks · 6

Agents that trade for investorscapability · Emerging · helps, not required
Agent-native organisationsstage · Emerging · helps, not required
Agent economiesstage · Speculative · helps, not required
AI-native medicinestage · Speculative · helps, not required
Robotaxis at scalestage · Built today · helps, not required
Home robotsstage · Speculative · helps, not required

Loops and off-ramps

Incidents and rulesbalancing loop
Capex pullbackoff-ramp · cut off
Taiwan chip disruptionoff-ramp · cut off
Power shortfalloff-ramp · cut off
Capability plateauoff-ramp · cut off
Training data ruled outoff-ramp · slowed

Openings researchers' judgement, October 2026 scouting

Startup room 57/100 · rank 20 of 124 Research room 48/100 · rank 69 of 124

Crowding3 Lab overlap3 Small-team fit3 Buyer today4 Research openness4

Depth: light
Players: AIUC ($40m A, AIUC-1); Armilla ($25m); Lloyd's and reinsurers
Wedge: Actuarial pricing of correlated AI failures via the MGA-plus-certification template AIUC and Armilla use. startup