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Organizational recovery process

Internal review, restriction, recall, disclosure with regulator visibility.

Recovery layerMissing or failed in 1 case (1 ended in harm)Worked in 4Software agents: 1

Where it was missing or failed

The third column is what this control would have looked like in that case: the concrete form, not the abstract name.

CaseWorldWhat it would have looked like hereStatusOutcome
OpenAI agent, Medicare portal 2026Software agentsThe vendor found the activity about eight weeks after the event, in a review begun after a separate incident; notified Services Australia on 10 September by email to a public mailbox; OpenAI says it should have shared preliminary findings sooner and the Prime Minister called the delay and the manner of notification unacceptable. The government taskforce and committee referral followed public disclosurefailedEnded in harm

Where it worked

CaseWorldWhat it looked likeOutcome
Zoox smoke scene 2026MachinesVoluntary recall processStopped by the operator's control
OpenAI agents, Hugging Face 2026Software agentsVendor acknowledgment within five days of the victim's disclosure; OpenAI's own report says earlier signals (27 June alert, 5 July incident) 'could have triggered an earlier response'Ended in harm
Waymo construction zones 2026MachinesWaymo's Field Safety Committee began reviewing the April events on 20 April and met on 19 May, the day after the May events; each review was followed by freeway driving restrictions. The first lasted until operational mitigations for freeway closures were in place, and seven vehicles then entered active construction lanes on 18 May, in the San Francisco Bay Area and by a different cue (cones marking a closed adjacent lane); the report does not say where the April restriction applied or when it ended. The second restriction (freeway service in San Francisco, Los Angeles, Phoenix and Miami, per Waymo's statement to TechCrunch on 21 May) held while the Safety Board reviewed the issue on 1 and 8 June and decided to recall; the software remedy reached all affected vehicles between 16 and 29 June and freeway operations began resuming on 25 June (amended report). The recall was filed with NHTSAStopped by the operator's control
Agent-run intrusion campaign 2025Software agentsVendor detection and account actionEnded in harm

Rules and standards that map to it

Strength says whether the rule's text requires this control, implies it, or only recommends it. Draft mappings are the Register's reading, not yet checked by a person, and none is legal advice.

RuleStrengthWhere, and whyJurisdiction
49 CFR Part 573: defect and noncompliance reports (the safety recall process) (draft mapping)Required by the textthe recall is the organizational recovery process with regulator visibility (Waymo, Zoox)United States
SEC Regulation S-P amendments: incident response and customer notification (2024) (draft mapping)Required by the texta written incident response program to detect, respond to, and recover from unauthorized accessUnited States (broker-dealers, investment advisers, funds, transfer agents)
CPUC driverless passenger service permits (draft mapping)Impliedthe passenger safety plan is the organizational recovery processCalifornia, United States
Texas authorization for automated motor vehicles in commercial service (SB 2807; Transportation Code ch. 545, subch. J) (draft mapping)Impliedthe regulator may suspend, revoke, or restrict an authorization after unsafe operation, with notice and a cure processTexas, United States
NHTSA exemptions for automated vehicles without manual controls (49 CFR part 555 and the Automated Vehicle Exemption Program) (draft mapping)Impliedthe agency can limit numbers, set terms, and end an exemption, giving the regulator visibility of fleet performanceUnited States
SEC cybersecurity risk management and incident disclosure rules for public companies (Form 8-K Item 1.05; Regulation S-K Item 106) (draft mapping)ImpliedItem 106: annual description of risk management processes and board oversightUnited States (public companies)
California Transparency in Frontier Artificial Intelligence Act (SB 53) (draft mapping)Implieda published frontier AI framework and transparency reports, with an anonymous internal reporting channelCalifornia, United States
New York Responsible AI Safety and Education (RAISE) Act (draft mapping)Impliedpublished safety and security protocols for catastrophic riskNew York, United States
NIST AI Risk Management Framework (AI RMF 1.0) (draft mapping)RecommendedManage: incident response and recovery processesUnited States (voluntary)

Recent signals touching this control

DateSignalKind
2026-10-18Meta: automated protections wrongly took the No Kings Instagram account offline
Meta says its automated protections took the No Kings coalition's Instagram account offline on 17 October after reading traffic that it attributes to a Claude tool resembled a bot, that an automated re-review restored the account about an hour later, and that the removal was an error. Source ↗
disclosure

All signals for this control.

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