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Tesla pits human vs. computer while cars operate in ‘Shadow Mode’
No one doubts that Elon Musk wants Tesla to be the first car company to offer fully autonomous cars to the public. After last night’s announcement that second generation Autopilot hardware, with 8 cameras and 40x more powerful computer, is now included in every car built at the Fremont factory, the question is not if Tesla will be first to market with self driving cars, but when.
As noted by white hat hacker Jason Hughes, it took a year for Tesla to activate the first version of Autopilot after the hardware was first added to production cars. New Tesla vehicles with self-driving hardware will likely see the same timeline before their vehicles become fully autonomous. But why?
I find it strange that @TeslaMotors is going to ship another #autopilot that doesn't actually work on day 1. Year wait for AP1.0 software…
— Jason Hughes (@wk057) October 20, 2016
Remember, Tesla has gotten some push back on its Autopilot system since Joshua Brown was killed on a Florida highway last May. German regulators recently sent a letter to all Tesla owners warning them that Autopilot is not a self-driving system and they must always pay close attention to their driving. The California DMV has proposed regulations that would prohibit Tesla or any other company from using the words “self driving” or “auto-pilot” in company literature.
Until this point, Tesla has been free to operate Autopilot in beta mode. Regulators have deemed it to be little more than a “super cruise control” feature. But before Tesla can activate a system that purports to offer true Level 5 autonomy, it will need to convince regulators that the system functions as advertised and is safe not only for Tesla owners but for all members of the public. That is going to require data — massive amounts of data.
New Tesla Model S and Model X automobiles will run Autopilot in “shadow mode” and collect driving data that pits a human versus computer. Autopilot vehicles running in shadow mode will not take any driving-assist or self-driving actions. Rather they will only log instances when Autopilot would have taken action and compare those results to the real life actions taken by human drivers. Musk told the press that the ultimate goal is to improve its self-driving algorithms until they are better than human drivers. By having statistical data to back up the safety of its self-driving model, Tesla will have a better chance of proving to regulators that its vision for a Tesla-powered autonomous future will be safer for humanity.
However, experts in the field of autonomous driving say billions of miles of driving will be needed to verify the validity and safety of self-driving systems. Tesla now has collected approximately 220 million miles worth of data collected from Autopilot-equipped vehicles. As Tesla wirelessly adds millions more miles of driving data collected through previous generation and new ‘Enhanced Autopilot’ enabled vehicles, the company will take a commanding lead over the rest of the automotive and transportation services industry that is just beginning to understand what the future will look like.
For Tesla owners whose cars are manufactured on or after October 19, 2016 — which will include all Model 3 sedans — they will have the satisfaction of knowing their car is capable, as Elon suggests, of driving from Los Angeles to New York City without any input from the driver, then navigating New York traffic, finding a parking spot, and parking itself all without input from a human driver. It couldn’t be a better time to be a Tesla owner, especially if you care about shaping the inevitable future.
News
Tesla makes a change to its ‘American Heroes’ $500 discount

Tesla has made a change to its “American Heroes” discount, which takes $500 off the price of a vehicle purchase if you work in a certain field.
Tesla first launched the American Heroes discount earlier this year on May 22, 2025, and it initially started as a $1,000 deduction on the price of any of the company’s vehicles.
It formerly allowed military veterans, retirees, active-duty members, their spouses, first responders, teachers, and students. It utilized ID.me to verify their occupation.
However, Tesla has added a few groups of workers to this discount, according to language on its website:
“Tesla vehicles are perfect for everyday American heroes. Offer available to verified military veterans, retirees, active-duty members, their spouses, surviving spouses, first responders, medical providers, nurses, students and teachers verified through ID.me1. Adjustments applied when you place your order after verification. Eligibility criteria detailed at ID.me.”
The discount applies to all five Tesla vehicles, so it is not restricted to just the S3XY lineup.
The American Heroes discount is one of the several offers and incentives that Tesla offers on its vehicles. Currently, it is one of four offers Tesla has on its vehicles, with the others being:
- Full Self-Driving (Supervised) Trial: Three-month trial for those who use a referral code to buy a vehicle.
- Premium Connectivity Trial: One-month free
- Financing Offers: Tesla has various financing offers, including a 3.99% APR with $5,000 on Model S and Model X orders in the U.S.
These incentives help drive sales, but they also show Tesla’s appreciation for those who work in challenging fields. The discount has no expiration, as of now, but with this recent addition, Tesla likely has no plans to eliminate the program.
Tesla has occasionally launched discounts for military members near the 4th of July as well.
News
Tesla might be doing away with a long-included feature with its vehicles
It appears Tesla is mulling the possibility of not including key cards with its vehicles any longer.

Tesla might be doing away with a long-included feature with its vehicles, as it could be looking to phase out something that very few owners utilize.
Tesla Key Cards are included when you purchase your vehicle, and they assist in the initial setup process. However, after that, they are not super useful or relevant to the owner, as many rely on their Phone Key through the Tesla App to access their cars.
As such, it appears Tesla is mulling the possibility of not including key cards with its vehicles any longer. According to some language that has been removed from vehicle Owner’s Manuals that talks about the inclusion of key cards with the car upon delivery:
“Tesla provides you with two Model 3/Y key cards, designed to fit in your wallet.”
That sentence was removed from Owner’s Manuals, according to Not a Tesla App, which first spotted the change.
Tesla Model 3 owner implants RFID key card chip into her arm as ultimate hack to unlock door
Interestingly, the timing of the phrase being removed from Owner’s Manuals comes just after Tesla launched its “affordable” Standard Models, and could be a small money-saving measure for the company.
Key Cards have been utilized by Tesla for its cars since 2017, as they became an included accessory with the vehicle. They still have their place and are useful for other applications, such as Valet service and even to be used by car owners if their phone is dead or if someone else needs to get into the car.
They can also be purchased in the Tesla Shop for $40.
It seems as if Tesla is planning to have owners be completely reliant on the Phone Key, which is more useful and convenient than carrying around the Key Cards.
Although it is minor, it is yet another strategy Tesla is using to trim any sort of costs that can be eliminated and could save money in the long run.
News
Elon Musk confirms Tesla FSD V14.2 will see widespread rollout
Musk shared the news in a post on social media platform X.

Elon Musk has confirmed that Tesla will be implementing a wide rollout of Full Self-Driving (FSD) V14 with the system’s V14.2 update. Musk shared the news in a post on social media platform X.
FSD V14.1.2 earns strong praise from testers
Musk’s comment came as a response to Tesla owner and longtime FSD tester AI DRIVR, who noted that it might be time to release Full Self-Driving to the fleet because V14.1.2 has already become very refined.
“95% of the indecisive lane changes and braking have been fixed in FSD 14.1.2. I haven’t touched my steering wheel in two days. I think it’s time, Tesla AI,” the longtime FSD tester wrote.
AI DRIVR’s comment received quite a bit of support from fellow Tesla drivers, some of whom noted that the improvements that were implemented in V14.1.2 are substantial. Others also agreed that it’s time for FSD to see a wide release.
In his reply to the FSD tester, CEO Elon Musk noted that FSD V14’s wide release would happen with V14.2. “14.2 for widespread use,” Musk wrote in his reply.
Mad Max mode makes headlines
One of the key features that was introduced with FSD’s current iteration is Mad Max mode, which allows for higher speeds and more frequent lane changes than the previous “Hurry” mode. Videos and social media posts from FSD testers have shown the system deftly handling complex traffic, merging seamlessly, and maintaining an assertive but safe driving behavior with Mad Max mode engaged.
Tesla AI head Ashok Elluswamy recently noted in a post on X that Mad Max mode was built to handle congested daytime traffic, making it extremely useful for drivers who tend to find themselves in heavy roads during their daily commutes. With Musk now hinting that FSD V14.2 will go on wide release, it might only be a matter of time before the larger Tesla fleet gets to experience the notable improvements of FSD’s V14 update.
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