No system of rules can fully prepare for the infinite variety of life.
Chapter 1

The robotaxi reality check

Chapter 2

The sensory showdown

Chapter 3

The brutal edge cases

Chapter 4

The legal, ethical, and social road

Ch 3 · The brutal edge cases
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audi How self-driving cars navigate unpredictable construction zones.

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Oops, Autonomous!
BETA

audi Dodge unexpected road hazards to figure out what still trips up self-driving cars.

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audi Autonomous Driving Long Tail

Chasing ducks in the street, mapping every rare scene, training cars on a screen.

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The nightmare of bad weather

audi Rain and snow scatter LiDAR lasers, block cameras with mud, and hide lane markings, forcing self-driving cars to halt.

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Quiz

How does heavy rain affect a self-driving car's LiDAR sensor?

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Quiz

What is a primary reason why robotaxis are deployed in Phoenix, Arizona before Boston, Massachusetts?

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No system of rules can fully prepare for the infinite variety of life.

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Unpredictable human behavior

audi Autonomous vehicles often freeze while waiting for mathematically predictable gaps in human traffic.

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Quiz

How do human drivers and autonomous cars primarily differ in negotiating right-of-way at a busy intersection?

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Quiz

Why do autonomous cars often freeze or pause when encountering a traffic officer waving them through?

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Fun Fact

The Halloween glitch: On Halloween, some autonomous vehicles have been known to stop unexpectedly because they confuse children dressed in bulky costumes with large traffic cones.

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Quiz

What do robotaxis often do when they encounter an extremely confusing road layout that clashes with their map?

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Quiz

What physical tool is used by construction crews that frequently forces a robotaxi to recalculate its HD-mapped route?

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Glossary
edge case (noun)
An unexpected problem or situation that occurs only at an extreme operating limit. In April 2026, Waymo mapped Portland streets to train its autonomous vehicles on rare, unpredictable driving scenarios.

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Quiz

Why is it difficult to train a self-driving AI to handle every possible road scenario?

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Quiz

What term do autonomous vehicle engineers use to describe highly unusual, rare road events?

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Gossip

What is the scariest road obstacle?

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