liabilityledger.com

Dispute Resolution, Liability & Evidence

Liability Ledger

Bonded execution and escrow-style liability accounting for high-risk autonomous work.

Three Pillars

Why This Becomes Necessary

Accountability is weak when autonomous systems can cause loss without any pre-committed financial mechanism for compensation or remediation.

What a Solution Must Provide

A workable ledger needs bond rules, escrow triggers, verification events, payout logic, claimant records, and reconciliation with dispute and insurance processes.

Regulatory & Standards Angle

Where harm can trigger compensation duties, financial records of who posted collateral, who approved risk, and when restitution was released become evidentiary infrastructure.

Related Primitives

Relevant: Product Liability Directive (EU) 2024/2853 - The updated Product Liability Directive sharpens evidence and accountability expectations for defective digital and AI-enabled products. Source
Research: Distributional AGI Safety — Nenad Tomašev, Matija Franklin, Julian Jacobs, Sébastien Krier, Simon Osindero
“This mechanism, implemented via smart contracts, would require an agent to deposit a bond (stake) into an escrow account before it is permitted to accept high-consequence tasks. The bond is automatically forfeited to an insurance pool or returned to the harmed party if an independent AI overseer verifies that the agent’s actions were malicious or negligent.”
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