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Imagine you’re building a chatbot. If it gives a wrong answer, you just say "oops," fix the code, and try again. No big deal.
Now imagine you’re building a self-driving car. If it makes a mistake, people can get hurt—or worse. There’s no "undo" button in real life.
That’s exactly what Dmitri Dolgov, co-CEO of Waymo (Alphabet’s self-driving car company), told developers at a Y Combinator interview. His message was loud and clear:
"Move fast and ship safely."
Key Quote from Dolgov:
"There’s simply not an undo and a retry button."
Dolgov emphasized that safety isn’t a feature you add later. It has to be baked into everything from day one:
| What Needs Safety Built In | Why It Matters |
|---|---|
| AI Models | The "brain" must prioritize safety over speed |
| Training Methods | Cars must learn from rare, dangerous scenarios before they happen |
| System Architecture | Redundancies, fail-safes, and human oversight built into the foundation |
| Incident | Vehicles Affected | What Happened |
|---|---|---|
| Flooded Roads | ~3,800 | Software allowed cars into dangerous flood zones |
| Construction Zones | ~3,900 | Cars entered closed freeway work areas (12+ incidents) |
| School Buses | Under investigation | Vehicles passed stopped school buses illegally |
| Emergency Scenes | NHTSA warning | "Clear pattern" of blocking ambulances/firefighters, ignoring cones/smoke/lights |
NHTSA Administrator Jonathan Morrison:
"Any automated vehicle unable to interact safely with first responders presents a danger to the public."
Dolgov’s warning cuts both ways:
Bottom Line: Physical AI isn’t software. It shares our streets, our sidewalks, and our risks. The "move fast" culture that built Facebook and Uber cannot be the culture that builds robots that drive our kids to school.
Physical AI refers to artificial intelligence that operates in the real world through machines—like self-driving cars, delivery robots, or humanoid robots. Unlike chatbots or image generators, their actions have physical consequences.
We do update them over the air. But updates can’t undo a crash that already happened. In software, a bug annoys a user. In a car, a bug can kill someone. The stakes are fundamentally different.
According to independent research on 56.7 million miles: Yes. Waymo’s robotaxis had statistically lower rates of injury-reported crashes and airbag deployments than human drivers in the same conditions.
NHTSA = National Highway Traffic Safety Administration (U.S. auto safety regulator). They investigate defects, mandate recalls, and set safety standards. Their July warning about a "clear pattern" of autonomous vehicles interfering with emergency responders is a serious signal to the entire industry.
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