Then the computer would be better at recognizing a sign than a human.
Then the computer would be better at recognizing a sign than a human.
The tech is the easy part.
In my experience, Google just thinks those are traffic jams. I've seen Maps 'know' about road construction speed limits, but it isn't usual.
The thing is that most consumer devices with GPS (like phones and even standalone GPS navigators) have a lot of internal "magic" to hide the raw noise in location fixes from the GPS signal.
For example, certain Garmin devices (intended to be used off road) will snap your location to an Interstate if you are going more than 55 mph and heading roughly in the direction of the road (which is evident when you run into traffic and your location keeps switching between the frontage road and expressway--the error distribution of the noise doesn't have mean=0!).
Diving along a free flowing 50 and having it decide it's now a 30 because it saw a sideroad and drop a gear is semi-regular. The second most dangerous thing it does after having a touchscreen.
It also manages to read 45 sometimes but I have literally never seen a 45 sign.
It's true that people aren't often looking for fatal pranks, but you could do more benign like try to get people pulled over by causing them to speed unknowingly.
https://westernsafety.com/nolan-portable-derail-pd-2/
On sale now! Or pick this one for bigger and faster trains:
https://www.aldonco.com/store/c/127-SaberTooth-Portable-Dera...
There are lots of tools, weapons, chemicals, and other things that a person could do that would be bad. It doesn't take much creativity, just a callous disregard for other people. But in contrast to the fearmongering and crime you'll see in the media, consider it a bit of good news that in spite of how incredibly easy it is to intentionally cause harm to someone else, billions and billions of people choose not to do that every single hour of every single day.
Which in turn is because our emotions around people setting out to do that, are calibrated around the fact that it basically doesn't happen outside of war conditions.
https://www.kyivpost.com/russias-war/anti-putin-russian-rebe...
I wonder whether it's related. Probably not but train derailments are weirdly relevant to current world state...
But back to the topic... I don't think anything should be censored and am of opinion freedom of speech just need to be taken wholecloth, good with the bad, but you gotta wonder how much easier it is now.
An improperly stored rail from a maintenance project derailed a NYC subway train in 2017: https://apnews.com/article/a6a01e5928f9478bab0d33f03260870e
Not sure whether those systems are also installed in the wilderness though. But it seems kinda likely that anybody thinking "I should derail a train for fun" might not bother driving into the wilderness when there's an alluring, convenient, seemingly unobserved stretch of the railway available nearby.
Edit: another thing that comes to mind is that you'd also have to find a low-visibility part of the railway, even in the wilderness — because otherwise the driver will just notice the obstacle and stop the train.
Whether or not that's a problem in practice is not clear to me. Among others, taxis, construction vehicles, emergency vehicles, garbage and delivery trucks, municipal busses, school buses, bicycles, motorcycles, and vehicles in funeral processions all play by different rules than the average motorist.
This mostly doesn't cause disasters. Of course they're visibly different for the most part and make up a comparatively small percentage of traffic.
Ride hailing vehicles might be an interesting point of comparison: they're visibly similar to normal vehicles, comparatively common, and play by something resembling taxi rules.
For example, a speed limit sign could include the name of the road it controls, which would help reduce instances of cars suddenly slowing to 35 mph on the freeway when passing a sign on the frontage road.
It might also be useful for cases of (this is US-centric) yellow "advisory" speeds posted for, e.g., sharp curves. The machine-readable aspect might indicate how long the advisory speed applies (next 1000 ft) and why (sharp curve, hidden intersection, etc.)
That way even faking or destroying sign would be ineffective.
Would have to be updated during temporary situations (roadwork etc) tho
In theory you could add an HMAC (or similar) signature to the QR code. It would be bigger, but if cars maintained a DB of state DOT public keys, you could mitigate this somewhat.
Then you’d also have to worry about duplicate codes, but at least they wouldn’t be “fake”. Maybe even add lat/long coordinates to the code… again, more data, more pixels required, but it would make sure the signs are roughly in the right place. Which doesn’t seem all that feasible to require construction crews to put the right sign in the right place.
Logistically this doesn’t seem all that promising.
Given the phone's camera, compass and GPS, validating that the sign has been installed as specified (location, facing direction) is almost trivial.