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Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

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Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#331
post #19

I’ve taken downvotes from HN optimists for years about self driving cars. The slightest bit of criticism would have comments calling me an idiot 20 different ways. Then a single dead pedestrian changes all the news articles and the opinions change. We are a very, very long way away from self driving taxi cabs. What a total PR scam that was - but it did help valuations.

Anyone with half a brain knew this would never work.

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#332

Earlier quoted context omitted.

Except that many times when the lines are invisible, new lanes form that are in a different location. So your map will not match up with what the rest of the traffic is doing.

I agree. I was just anticipating the common response to that challenge, or any other "static" perception challenge, which is "but there is a map"

I mean... the map at least bounds the problem. You can be pretty certain in almost every case that the lanes won't be outside of the mapped roadway.

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#333
post #328

Earlier quoted context omitted.

How does a human know it can't see well?

Well, that's a great question. It's also basically equivalent to the one that I asked. My point would be that I don't have an answer to that question, and given your response, I bet you don't either. Which leaves either of us at a loss when we try to create a safe and reliable autonomous vehicle. It's certainly not an unanswerable question. It's just quite hard to verify that they answer you have is a sufficiently co…

> It's just quite hard to verify that they answer you have is a sufficiently correct one.

Why? It seems to me that estimating the confidence of a prediction by the quality of measurements is not an infrequent machine learning task. It'd be more complex for a driving algorithm than calculating the confidence interval of a linear regression, but it's in the same theme.

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#335

Earlier quoted context omitted.

"people who seem to think that they are able to drive at full speed in the snow and complain about all of the 'out of town' drivers who slow down the roads because they 'don't know how to drive in the snow.'" The most raged filled responses I've even gotten to a comment on the Internet (20+ years) was when I called out aggressive snow drivers on Reddit. Despite being from, and living in the Northeast, the rage from f…

They're mad at you because it's indeed frustrating to get stuck behind someone who has no business trying to drive in the snow. If you get stuck because you're terrified at the thought of exceeding 10 MPH, they get stuck too.

Aaaaand there it is. ;-)

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#336
post #303

Earlier quoted context omitted.

So road trips are unaccounted for? Not a comforting idea that taking your car to another area will render it functionally unsafe on the (differently designed) roadways.

That's a price I would very very happily pay for a self-driving car that works in my city. If I want to take a road trip, i'll rent a traditional car.

We clearly have different lifestyles. Renting a car 3 times a week to venture into the mountains is beyond unaffordable, much less once a month. Do you stay that static in your life?

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#337
post #328

Earlier quoted context omitted.

How does a human know it can't see well?

Well, that's a great question. It's also basically equivalent to the one that I asked. My point would be that I don't have an answer to that question, and given your response, I bet you don't either. Which leaves either of us at a loss when we try to create a safe and reliable autonomous vehicle. It's certainly not an unanswerable question. It's just quite hard to verify that they answer you have is a sufficiently co…

Fair enough! You're absolutely right: I don't know the answer. I misinterpreted your post as suggesting/implying that there is no answer for a computer.

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#338
post #333
post #328

Earlier quoted context omitted.

Well, that's a great question. It's also basically equivalent to the one that I asked. My point would be that I don't have an answer to that question, and given your response, I bet you don't either. Which leaves either of us at a loss when we try to create a safe and reliable autonomous vehicle. It's certainly not an unanswerable question. It's just quite hard to verify that they answer you have is a sufficiently co…

> It's just quite hard to verify that they answer you have is a sufficiently correct one. Why? It seems to me that estimating the confidence of a prediction by the quality of measurements is not an infrequent machine learning task. It'd be more complex for a driving algorithm than calculating the confidence interval of a linear regression, but it's in the same theme.

A computer can predict with 100% confidence if you give it few enough measurements. That doesn't mean it will make the correct decisions. You have to already know you're measuring the right things.

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#339
post #338
post #333

Earlier quoted context omitted.

> It's just quite hard to verify that they answer you have is a sufficiently correct one. Why? It seems to me that estimating the confidence of a prediction by the quality of measurements is not an infrequent machine learning task. It'd be more complex for a driving algorithm than calculating the confidence interval of a linear regression, but it's in the same theme.

A computer can predict with 100% confidence if you give it few enough measurements. That doesn't mean it will make the correct decisions. You have to already know you're measuring the right things.

If you don't want it to do that, don't program it that way. Code it to assume some and to estimate the degree of mismeasurement.

Re: Self-Driving Cars Can Handle Neither Rain nor Sleet nor Snow

#340

Earlier quoted context omitted.

> It is a bit of a shame that a tech that could save a million lives a year globally won't be deployed because it can't be made perfectly safe This is a bit of a generous assumption. It very well could turn out that self-driving cars are worse, or no better, than human drivers.

> It very well could turn out that self-driving cars are worse, or no better, than human drivers. This is trivially true. I mean, self driving cars that are worse than human drivers already exist. Isn’t the point asking when they will be made widely available? I assume that is only possible when they are at least as good as human drivers by some key metrics.

I agree, the sane assumption should be that self-driving cars would be made widely available if and when they are better than humans at driving.

However, I've noticed that many work from the premise that self-driving cars are already safer than human drivers. That, or they'll work from the premise that self-driving cars will definitely be safer than human drivers within a reasonable timespan.

Worse, some assume that self-driving cars will dramatically, or nearly eliminate automobile accidents/deaths, where any brief skim over workplace casualties involving autonomous machinery would put that fantasy to rest.

For a group of tech workers that often overlap with self-described skeptics, it's an interesting blindspot to have.

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