Ethics & Regulation Medium

Ethics & Regulation (Medium)

1 / 16

Why is regulation needed for autonomous vehicles?

To ensure that autonomous vehicles can drive without human supervision

To ensure that autonomous vehicles will never drive without human supervision

To ensure that autonomous vehicles are affordable

To ensure that autonomous vehicles are safe to use

Fact:
Autonomous vehicles are regulated by international organizations such as the European Union and the United Nations to ensure the vehicles are safe to operate.

2 / 16

Autonomous Vehicles (AVs) periodically transmit their location to nearby cars. To prevent tracking they regularly change their digital 'fingerprint'. What is this privacy feature called?

Pseudorandom fingerprinting

Guaranteed anonymity

Spoofing

Pseudonym rotation

Fact:
C-V2X adheres to European standards, ensuring secure, interoperable, and privacy-preserving communication. These protocols prioritize safety messages over noncritical data.

3 / 16

Which standard specifically addresses the safety of the intended function (STOIF) for automotive systems such as real time warning and perception technologies

ENISA Cybersecurity Framework

ISO/PAS 21448

ISO 26262 Part 3

UNECE Reg 155

Fact:
Situational awareness in essence allows both drivers and automated systems to anticipate hazards and respond appropriately , this being the core requirement in safety systems.

4 / 16

Which region introduced the first comprehensive AV safety regulation?

EU

USA

Japan

China

Fact:
Before self-driving cars are allowed on public roads, they must follow strict safety rules and ethical guidelines that always put human life and safety first.

5 / 16

Which requirement is key to validating ODD-aware systems?

Standardize displays

Ensure safe ODD transitions

Maintain camera frame rate

Report tire pressure uniformly

Fact:
Clear rules for ODD transitions build trust by ensuring predictable and safe automated behavior.

6 / 16

Why shall computation of sensor frames happen on board of cars, at least in Europe?

Because there is no stable connectivity in modern cars

To enable faster interaction with the sensor

Because sensor data gets corrupted if sent outside the car

To reduce the issues of data leaks, and hence to be compliant with GDPR

Fact:
In L4 and L5 vehicles, the automation ceases to be a support to the driver, and becomes the driver itself. This means that it shall take strategic decision on the behavior of the vehicle, overtaking human decisions

7 / 16

What does "Freedom from Interference" (FFI) mean in practice in a mixed-criticality system on a GPU? [cite: 6259, 6291]

The software is free of viruses

A non-critical application (e.g., music streaming) must never delay a safety-critical application (e.g., brake detection).

The GPU does not interfere with radio reception

All AI models produce the same result

Fact:
To guarantee maximum safety, regulations require that AI systems in a car operate with absolute reliability. Concepts like "Freedom from Interference" (FFI) ensure that critical driving decisions are guaranteed to be executed with priority and without errors.

8 / 16

Which UNECE regulation focuses on vehicle cybersecurity and cybersecurity management systems?

UN Regulation No. 155

UN Regulation No. 1

UN Regulation No. 999

UN Regulation No. 42 only

Fact:
Location and trip data can be privacy-sensitive, so data minimisation and cybersecurity should be considered from the start.

9 / 16

Which GDPR principle is especially relevant when location data is collected?

Data minimisation

Unlimited retention

Public disclosure by default

No user rights

Fact:
Digital vehicle access should protect user credentials and location information because both can affect security and privacy.

10 / 16

What should a good in-vehicle human-machine interface avoid?

Distracting or confusing the driver

Explaining system status

Showing warnings when needed

Supporting safe interaction

Fact:
Vehicle interfaces should support safe and understandable interaction rather than distracting or overloading the driver.

11 / 16

How can virtual sensing contribute to system transparency and safety monitoring?

By generating aesthetic vehicle animations

By providing anomaly scores when predicted values deviate from expected patterns

By hiding sensor failures from diagnostic systems

By removing the need for safety checks

Fact:
Reliable estimation is essential for safety; virtual sensing must operate correctly even when physical sensors experience failures or degraded conditions.

12 / 16

Who is typically considered responsible if an SAE Level 3 autonomous vehicle causes an accident?

Responsibility may be shared between the driver, manufacturer, and software provider depending on context

Only the passenger

Only the vehicle manufacturer

No one, because AI made the decision

Fact:
Ethical guidelines help ensure autonomous vehicles prioritize human safety and fairness when making complex or risky decisions.

13 / 16

How do modern safety systems address privacy concerns regarding in-cabin cameras?

By uploading all video to a public cloud

By processing data locally and deleting images immediately without storage

By recording audio instead of video

By requiring the driver to wear a mask

Fact:
A critical ethical and technical consideration for two-wheeled vehicles is that they cannot be stopped automatically by software in the same manner as a car . Electronic components for these vehicles must be designed to meet the highest safety standards, such as ISO 26262, ensuring reliability in hazardous environments . Regulation in Europe has made Driver Monitoring Systems (DMS) a mandatory standard for new vehicle registrations to reduce accidents related to fatigue.

14 / 16

Which AI systems are banned under the EU AI Act due to their potential to cause significant harm?

AI systems used for facial recognition in public spaces

AI systems that manipulate human behavior through subliminal techniques

AI systems that assist in medical diagnostics

AI systems used for autonomous driving

Fact:
Liability in autonomous vehicle accidents typically shifts to the manufacturer or system operator when the vehicle operates in full automation

15 / 16

When should all new cars in Europe become zero-emission according to the European Green Deal?

By 2027

By 2030

By 2035

By 2050

Fact:
Liability in autonomous vehicle accidents typically shifts to the manufacturer or system operator when the vehicle operates in full automation

16 / 16

Which activity helps build confidence that an automated driving function is safe before deployment?

Documented testing and validation

Ignoring unusual cases

Removing all warning messages

Using only marketing claims

Fact:
Clear communication of system limits is important because users should know when automated-driving features are designed to operate safely.

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