The ledger stores policy‑script hashes alongside model updates, providing an immutable audit trail. In case of system failure or unintended actuation (e.g., a traffic‑light mis‑switch), investigators can reconstruct the exact decision chain, facilitating algorithmic accountability .

Based on the preliminary findings, the following actions are planned or have been implemented: