Slow Teslas everywhere: 24 hours into ‘the FSD button’
electrek.co
electrek.co
You can definitely "game" the score (to an extent) by making unnecessary trips, i.e. driving to give it more data, but driving abnormally slowly on those trips doesn't help anything. That is, unless you think driving 55 mph will help in the measures, but I'm skeptical of that.
The forward collision measure is based on number of miles, so if you drive 100 miles with no warnings, that's scored the same way if you were driving at 55 mph or 80 mph.
For the others (hard braking, aggressive turning, and unsafe following), each computes the percentage of time you spend doing the unsafe thing relative to doing it safely. If you want to improve those measures, you need to actually spend more time braking, or turning, or following at >50 mph and less than 3 seconds distance. Just driving a slow constant 55 mph on the highway won't change those measures at all, as I understand it.
The forced disengagement measure is just whether or not the car put you into autopilot jail for not paying attention while autopilot was active. I'd hope no one is getting put in that jail, but especially not if they're trying to be on their best behavior.
Anyway, from the Tesla FAQ, I find the 'predicted collisions in 1 million miles' formula fascinating:
Predicted Collision Frequency (PCF) = 0.682854
x 1.014495^{Forward Collision Warning per 1,000 Miles}
x 1.127294^{Hard Braking}
x 1.019630^{Aggressive Turning}
x 1.001444^{Unsafe Following Time}
x 1.317958^{Forced Autopilot Disengagement}
Hard braking and forced autopilot disengagement are, in their model, big predictors of a collision. I'm surprised to see unsafe following at such a low weight.Makes LOT of sense, higher speed or driving at speed of rest of the traffic will require hard braking(>6m/h in 1sec) and turning.
Most insurance companies also seem to be offering these dongles which rate you based on your driving. What doesn't make sense is person can be "aggressive driver" without considering type and condition of their car. A performance car(BMW, Porsche etc.,) will be able to slow down or turn faster while being more safer than any CUV/SUV.
So basically every metric is easy to improve by simply driving slower.
Additionally, most of the metrics are cut-offs. It doesn't matter if you brake very gradually or if you brake very close to the area where it penalizes you. Based on my driving so far, the hard braking threshold is pretty forgiving. Yesterday, I let off the accelerator completely and went full-regen braking and it didn't care.
Anyway, I've driven 99 miles (highway/city mix) with the Safety Score thing turned on, and I'm still at score 100. I haven't slowed down at all.
but this leads to another thought.. if Tesla has this data stack and, and lets say your a current non Tesla user, road-raging pass a granny Tesla driver. Tesla probably could pick up your plates and other forms of identification and label you as not so safe. Some data sharing later, Your insurance rates go up. or rather when when you decide to buy a Tesla, you already have a bad score.
That's what I would expect. Yet instead of this they've got something that could've been hacked together in 15 minutes by an intern.
Edit: Or other streets...