Yes, I'm currently in the Safety Score phase of my own road toward access to the "Full Self Driving" beta. Whatever happens, it will be interesting on many levels. Let me be clear here, as Tesla states:
The currently enabled Autopilot and Full Self-Driving features require active driver supervision and do not make the vehicle autonomous. Full autonomy will be dependent on achieving reliability far in excess of human drivers as demonstrated by billions of miles of experience, as well as regulatory approval, which may take longer in some jurisdictions. As Tesla’s Autopilot and Full Self-Driving capabilities evolve, your car will be continuously upgraded through over-the-air software updates.
TechCrunch - Tesla has 150,000 cars using its safety score tool - "the probability of a collision for a customer using a safety score versus someone who is not using the safety score is 30% lower" - Zachary Kirkhorn, Tesla CFO.
While about 2,000 folks in the world have had access to beta versions of Tesla software that allows for driver to engage Autosteer on city streets for about a year a year, most of them were employees. Well under a hundred of them are members of the public who have been able to authorized to share their experiences. Gladly, no accidents have happened to date. Yesterday, the wider rollout of this beta software began, starting with 1,000 drivers who have a Safety Score of 100 as of October 11 2021.
This article sums up one author's strong opinion pretty succinctly:
Passengers in autonomous vehicles will expect to be able to drink a coffee and feel like they are on a bus or a train, not strapped into a transparent ping pong ball in the middle of a bunch of other transparent ping pong balls.
In other words, those desiring access to #FSDBeta ("Full Self Driving" beta) will need to be the type of driver that can tolerate a very conservative driving style, at least during the initial rollout of this software to 1,000 Tesla owners at a time. Those who are buyers or subscribers to FSDBeta who have a Safety Score of 100.
My personal interest is not only in the ultimate AI challenge - automating more of the driving experience - but also the potential for the entire fleet of Tesla EVs to increase their safety too through machine learning. The accelerated collection of real-world data will accelerate the improvement of safety. I'm hoping that no major incidents impede this moment in history, given the great potential to save a lot of lives with cars blessed with enough AI to fully understand what is going on around it.
This article is focused mostly on my experience of trying to get a decent Safety Score:
The Safety Score Beta is the first release to the Safety Score which is an assessment of your driving behavior based on five metrics called Safety Factors. These are combined to estimate the likelihood that your driving could result in a future collision. We combine your daily Safety Scores (up to 30 days) to calculate the aggregated Safety Score, displayed on the main ‘Safety Score’ screen of the Tesla app. You can find details around your daily Safety Score by selecting ‘Daily Details’ at the bottom of the screen.
The Safety Score Beta is intended to provide drivers transparency and feedback of their driving behaviors. The Safety Score is a value between 0 and 100, where a higher score indicates safer driving. Most drivers are expected to have a Safety Score of 80 or above.
Whenever it has been safe to do so, I've been driving rather conservatively these past 2 weeks, staying extra vigilant at all times, especially when it comes to somebody that might cut me off. I won't compromise my safety to stay at 100, here's an example. There are times when I'm being tailgated by somebody very closely. This means I cannot take an off-ramp or turn at the crazy-slow speeds that the Safety Score algorithm currently requires, at least not without jeopardizing my safety. If that means I have to wait some weeks or months to gain access to FSDBeta, so be it.
When the opt-in button first arrived, I was rather worried my wife would be upset by the DMS (Driver Monitoring System), or my new extremely slow-cornering driving style. Instead, to my surprise, she was kind of into the Safety Score gamification angle of this experience. That is, how can I get my score to 100, and what new techniques can I learn to get there. Here's what I learned with several hundred miles of driving these past 2 weeks:
acceleration rate really doesn't matter, so staying in Chill Mode isn't necessary
strive for one-pedal driving where possible, allowing the car to come to a stop without actually tapping the brake pedal
take turns very smoothly and slowly, accelerating gradually as I exit the turn
constantly monitor rear view and no-blind-spot side-view mirrors, to anticipate aggressive drivers overtaking me and likely to cut me off and cause a forward collision warning
Has this made me a safer driver overall? I don't really know, but I do know there are instances where it could actually putting us at slightly increased risk of being rear-ended. Given we've both been hit from behind by high speed drunk-drivers, that's not a circumstance either of us is interested in ever experiencing again.
When our day for FSDBeta testing does arrive, we will have certainly worked hard for it. It sure will be intriguing to try it out, starting out on some rather empty streets. Having beta-tested software for over 3 decades, I'm quite accustomed to reporting flaws. As for this brave new world of testing ML for better AI, I have a strong feeling it won't be long before my wife refuses to let me keep FSDBeta engaged. Much like what @TeslaFSD tweeted earlier tonight. Is she interested in trying her hand at driving our 2018 Model 3, to see if she can improve our Safety Score? Not at all.
As of October 13 2021, my score is 98. My wait for access to the FSD Beta might not be too long now. It partially depends on what happens when I drive to places I need to and want to go. Places like visiting family in Boston and Manhattan, where the odds of my Safety Score improving are rather low, and the odds of irritating my passengers by are quite high.
Still no #FSDBeta welcome email or software. Car has been parked since October 22nd, patiently waiting. On Saturday and Sunday, we used our 2020 Model 3 Standard Range Plus for 240 mile trip to Manhattan and back, and a 200 mile trip to Boston and back.
This article captures the fun of driving up and down Mount Washington in my EV, with my short, fun 4K video below. Now imagine how effortless, quiet, and smell-free it will be to climb up steep grades in your EV pickup, even when towing!
Passengers in autonomous vehicles will expect to be able to drink a coffee and feel like they are on a bus or a train, not strapped into a transparent ping pong ball in the middle of a bunch of other transparent ping pong balls.
Disclosure:My family owns no stock in Tesla. Tesla doesn't advertise at TinkerTry, or anywhere else, and this is not a sponsored post. We financed the purchase of two Tesla Model 3s, replacing my 2006 Honda Civic Hybrid in December of 2018 and replacing my wife's 2005 Honda Civic EX in December of 2019. These big moves to an all electric household were an expression of our mutual desire to go green, avoid gasoline, be safe, have fun, and save money in the long run. Mostly for my job, I drive a lot, 25,000 miles in 2019 for example, and I thoroughly enjoy sharing what I've learned with you. I hope you can tell!
TinkerTry - PCs, EVs, home tech, efficiency and more, including virtualization. My opinions here. IT Professional offering part-time consulting.
These systems still work great for many even 9+ years later, mine included, even with (unsupported) vSphere 8 and Windows 11 Version 21H2. But unless you added the optional TPM module, it may be the end of the line as far as repurposing them for running the latest Windows 11 Version 24H2 and beyond.
After 6 successful years testing then shipping well over 1,000 Xeon D Bundles, Wiredzone had to stop SuperServer bundles in mid-2021 due to cost, supply, and logistics challenges. Bare bones system sales continued for years longer.
What's next in 2025? I don't yet have my answer for my home lab, especially now that VCF certification is required to keep non-production home lab licenses going, even as a vExpert and VMUG Advantage EVALExperience customer.
As for a SuperServer follow-on, the Xeon D-1700/2700 (Ice Lake D) was a minor refresh for 2023, with Xeon D-1800/2800 (Granite Rapids D) refresh slightly better in 2024, and hopefully Xeon 6 (Granite Rapids-D) much better in 2025 featuring PCIe Gen5, MCRDIMMs, and 100GbE networking, wow! Feb. 27 2025 update update looks promising, but pricey. Infortunately, it's become clear to me that Supermicro is less focuses on the mini-tower form factor these days.
As for the CPU industry, it's unfortunate that Pat Gelsinger was apparently ousted from Intel's helm in these challenging times, but I'm also grateful to have had the honor of working at VMware when he was the CIO there. I'll leave it at that, given the whole Broadcom thing.
These systems still work great for many even 9+ years later, mine included, even with (unsupported) vSphere 8 and Windows 11 Version 21H2. But unless you added the optional TPM module, it may be the end of the line as far as repurposing them for running the latest Windows 11 Version 24H2 and beyond.