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Back to AI Incidents

Incident #221·AI Safety & Failures

A Road Engineer Killed Following a Collision Involving a Tesla on Autopilot

March 7, 20222 reportsView on AIID

Explainability

Description

In Taiwan, a Tesla Model 3 on Autopilot mode whose driver did not pay attention to the road collided with a road repair truck; a road engineer immediately placed crash warnings in front of the Tesla, but soon after got hit and was killed by a BMW when its driver failed to see the sign and crashed into the accident.

Actors

Alleged Deployers

tesla

Alleged Developers

tesla

Harmed Parties

road-engineer

Classification

Risk Domain

AI Safety & Failures

Risk Subdomain

7.3. Lack of capability or robustness

MIT Risk Profile

AIUnintentionalPost-deployment

Topics

Explainability

Source

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Research Papers on This Topic

Concrete Problems in AI Safety

3,612 citationsJun 2016

A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI

2,338 citationsJul 2019

Representation Engineering: A Top-Down Approach to AI Transparency

1,499 citationsOct 2023

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

1,178 citationsJul 2021

Mitigation Tools

Tools related to this risk domain, via shared responsible AI topics.

Open Source

lime

marcotcr/lime

Lime: Explaining the predictions of any machine learning classifier

⭐ 12,100

facets

PAIR-code/facets

Visualizations for machine learning datasets

⭐ 7,374

interpret

interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

⭐ 6,788

captum

Source Reports(2 total)

Tesla Model 3 on Autopilot Crashes Against Emergency Vehicle in Taiwan

autoevolution.com· Mar 2022

Worker dies after Tesla on autopilot collides with repair truck in northern Taiwan

taiwannews.com.tw· Mar 2022

AI Incident Database (AIID), MIT AI Risk Initiative. Data from the AI Incident Database (AIID), MIT AI Risk Initiative. Licensed under CC BY-SA 4.0.

Databaseaiid

LicenseCC BY-SA 4.0

Dec 2015

pytorch/captum

Model interpretability and understanding for PyTorch

⭐ 5,548

Commercial

Datomize

Synthetic data generation for privacy compliance

Protect AI

Helping organizations build and use AI safely.

Censius

AI observability for model governance.

HiddenLayer

Model detection and response (MDR) for AI model protection.