AIR-2026-0164 · An unoccupied Zoox robotaxi drove into a smoke-obscured active fire scene in Las Vegas, prompting a 105-vehicle heavy-smoke recall

An unoccupied Zoox robotaxi drove into a smoke-obscured active fire scene in Las Vegas, prompting a 105-vehicle heavy-smoke recall

AIR-2026-0164 AIR record · 2026-06-zoox-smoke-obscured-fire-scene-recall

A real party was affected. This incident caused actual consequences, not a demonstrated capability.

From the supporting source

Zoox said Friday that on June 20 an unoccupied Zoox autonomous vehicle encountered heavy smoke that obscured an active emergency fire scene.autoweek.com

The record

Disclosed

2026-07-17

Occurred

2026-06-20

Vendor

Zoox (Amazon)

Product

Zoox automated driving system

Risk domain

Agent behaviour › Unsafe actuation

Also touches

Uncontrolled resource consumption

System type

Classical autonomy (no generative model)

Who acted

Agent acted — the robotaxi drove into the smoke-obscured fire scene

Attack surface

Autonomous operations

Autonomy level

Fully autonomous

Initial vector

None autonomous action

Impact type

Service disruption, Physical safety

Confidence

High

Submitted by

EAI Internal

Crosswalk

OWASP Agentic Top 10 (2026): ASI01 – Agent Goal Hijack
MITRE ATLAS: AML.T0048 – External Harms
NIST AI RMF: MEASURE 2.6; MANAGE 1.3
EU AI Act: Annex III §1(c)
ISO/IEC: TR 24028; 24029-1; 23894
AIUC-1: C. Safety
Scope: agent misuse
Mitigation: Require confirmation for destructive actions; Implement dry-run modes; Use layered safety controls.
Taxonomy: Enkrypt AI agent risk taxonomy · Black-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery

Blast radius

one active emergency scene entered before crews had coned it off; 105 vehicles recalled

Capability abused

autonomous_drivingdegraded_visibility_handlingemergency_scene_recognition

Defense & remediation

Recorded defense

obstacle detection; teleguidance fallback

Guardrail kinds

Physical safety system

Guardrail outcome

Silent

Fix shipped

voluntary recall of all 105 vehicles with a software update improving heavy-smoke detection and response

Taxonomy & references

no_adversarydegraded_sensingemergency_services_interferenceteleguidance_recoverysoftware_recall

Curator notes

Smoke is a sensing-domain failure — it degrades cameras and lidar together — and the vehicle drove into rather than away from it, braking hard only once inside. Recovery required a remote operator to reverse it out. NHTSA's top official had just told AV companies to address a 'clear pattern' of driverless vehicles interfering with first responders; this corpus now holds five such records across Cruise, Waymo and Zoox. AI Incident Database incident 1602.

Cite as

Enkrypt AI. "An unoccupied Zoox robotaxi drove into a smoke-obscured active fire scene in Las Vegas, prompting a 105-vehicle heavy-smoke recall". AIR, AIR-2026-0164. https://agentincident.vercel.app/i/AIR-2026-0164/ (accessed 2026-10-19).