News
Tesla Referral Program 6.0 prizes: VIP Fremont factory tour, P100D and headphones
As previously suspected when we reported that Tesla wouldn’t waste anytime with coming up with a new referral program, the Silicon Valley based automaker is back with its sixth iteration, this time with a never-before-seen prize of a VIP tour of the Tesla Fremont factory that also includes a Q&A session with Franz von Holzhausen, Tesla’s Chief Designer.
Update: Tesla introduces ‘Annual Awards’ in latest Referral Program: VIP event access, P100D
The continuation of the company’s long-standing owner reward and buyer incentive program, which provides new buyers of a Model S or Model X with an instant $1,000 discount, has been a successful tool used for stimulating referral sales.
The updated program to begin October 16, just one day after the previous program came to an end, and will continue through January 15, 2017, promises top referrers with an invitation for two to a future Tesla unveiling event. Other prizes include a new Tesla headphone, a Tesla carry-on and a chance to win a Ludicrous P100D Model S or Model X.
We’ve provided the full details of the referral program in its entirety below.
Tesla Referral Program
The current Tesla Referral Program begins October 16 and will run until January 15, 2017. Anyone who orders a new Model S or Model X during this period using the referral link of a Tesla owner will get a $1,000 credit towards the purchase price.
To show our appreciation, referring owners will be eligible for our Referral Program awards:
10 Qualifying Referrals
Those who make 10 qualifying referrals will receive an invitation for them and a guest to attend our next Tesla unveiling event.
7+ Qualifying Referrals
Those who make 7 or more qualifying referrals will receive an exclusive red Founders Series Powerwall 2.0, hand signed by Elon Musk, JB Straubel, and Franz von Holzhausen. This limited edition Powerwall is not available to the public.
5+ Qualifying Referrals
Those who make 5 qualifying referrals will receive an invitation for them and a guest to take an extended VIP tour of the Tesla Factory in Fremont, California, including a Q&A with Franz von Holzhausen, Tesla’s Chief Designer.
3+ Qualifying Referrals
Those who make 3 or more referrals will receive a set of custom Tesla over the ear headphones.
2+ Qualifying Referrals
Those who make 2 or more qualifying referrals will receive a Tesla carry-on.
Ludicrous P100D Model S or Model X
Each qualified referral you make gives you an additional entry into a drawing to win your choice of either a Ludicrous P100D Model S or Model X.
We know that without our customers we would not be where we are today. This is our way of thanking you for your support in building the Tesla community.
Awards
Owners who won awards in the program that ended October 15, 2016 will receive email instructions after the Model X drawing on or around October 31.
Credits to owners from previous programs will expire on December 31, 2016.
Limits
Related order must be placed between October 16, 2016 and January 15, 2017 and delivered for a referral code to qualify. Pre-owned vehicles are not eligible. Limit of 10 referrals per owner.
Must be at least 18 years old to be eligible for awards. No entry fee, payment or purchase required for the drawing. A random drawing will be held on or around January 31, 2017 to determine the winner. The winner will be contacted thereafter. Awards are non-transferable and not redeemable for cash. The winner is responsible for all taxes and local requirements and fees. Program and awards are conditional on and subject to local laws and regulations. Unfortunately, Ohio and Virginia residents are not eligible for awards.
Good Faith
We introduce programs such as these in good faith and expect the same good faith in return. Please note that we may withhold awards where we believe customers are acting in bad faith or otherwise acting contrary to the intent of this program. To be clear, commercializing or otherwise selling referral codes is not appropriate, and we will not honor such codes. We cannot cover every nefarious scenario, nor will we attempt to, but we do promise to be fair and reasonable.
Elon Musk
Tesla AI Head says future FSD feature has already partially shipped
Tesla’s Head of AI, Ashok Elluswamy, says that something that was expected with version 14.3 of the company’s Full Self-Driving platform has already partially shipped with the current build of version 14.2.
Tesla and CEO Elon Musk have teased on several occasions that reasoning will be a big piece of future Full Self-Driving builds, helping bring forth the “sentient” narrative that the company has pushed for these more advanced FSD versions.
Back in October on the Q3 Earnings Call, Musk said:
“With reasoning, it’s literally going to think about which parking spot to pick. It’ll drop you off at the entrance of the store, then go find a parking spot. It’s going to spot empty spots much better than a human. It’s going to use reasoning to solve things.”
Musk said in the same month:
“By v14.3, your car will feel like it is sentient.”
Amazingly, Tesla Full Self-Driving v14.2.2.2, which is the most recent iteration released, is very close to this sentient feeling. However, there are more things that need to be improved, and logic appears to be in the future plans to help with decision-making in general, alongside other refinements and features.
On Thursday evening, Elluswamy revealed that some of the reasoning features have already been rolled out, confirming that it has been added to navigation route changes during construction, as well as with parking options.
He added that “more and more reasoning will ship in Q1.”
🚨 Tesla’s Ashok Elluswamy reveals Nav decisions when encountering construction and parking options contain “some elements of reasoning”
More uses of reasoning will be shipped later this quarter, a big tidbit of info as we wait v14.3 https://t.co/jty8llgsKM
— TESLARATI (@Teslarati) January 9, 2026
Interestingly, parking improvements were hinted at being added in the initial rollout of v14.2 several months ago. These had not rolled out to vehicles quite yet, as they were listed under the future improvements portion of the release notes, but it appears things have already started to make their way to cars in a limited fashion.
Tesla Full Self-Driving v14.2 – Full Review, the Good and the Bad
As reasoning is more involved in more of the Full Self-Driving suite, it is likely we will see cars make better decisions in terms of routing and navigation, which is a big complaint of many owners (including me).
Additionally, the operation as a whole should be smoother and more comfortable to owners, which is hard to believe considering how good it is already. Nevertheless, there are absolutely improvements that need to be made before Tesla can introduce completely unsupervised FSD.
Elon Musk
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
Tesla CEO Elon Musk has provided an updated estimate for the training data needed to achieve truly safe unsupervised Full Self-Driving (FSD).
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
10 billion miles of training data
Musk comment came as a reply to Apple and Rivian alum Paul Beisel, who posted an analysis on X about the gap between tech demonstrations and real-world products. In his post, Beisel highlighted Tesla’s data-driven lead in autonomy, and he also argued that it would not be easy for rivals to become a legitimate competitor to FSD quickly.
“The notion that someone can ‘catch up’ to this problem primarily through simulation and limited on-road exposure strikes me as deeply naive. This is not a demo problem. It is a scale, data, and iteration problem— and Tesla is already far, far down that road while others are just getting started,” Beisel wrote.
Musk responded to Beisel’s post, stating that “Roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving. Reality has a super long tail of complexity.” This is quite interesting considering that in his Master Plan Part Deux, Elon Musk estimated that worldwide regulatory approval for autonomous driving would require around 6 billion miles.
FSD’s total training miles
As 2025 came to a close, Tesla community members observed that FSD was already nearing 7 billion miles driven, with over 2.5 billion miles being from inner city roads. The 7-billion-mile mark was passed just a few days later. This suggests that Tesla is likely the company today with the most training data for its autonomous driving program.
The difficulties of achieving autonomy were referenced by Elon Musk recently, when he commented on Nvidia’s Alpamayo program. As per Musk, “they will find that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.” These sentiments were echoed by Tesla VP for AI software Ashok Elluswamy, who also noted on X that “the long tail is sooo long, that most people can’t grasp it.”
News
Tesla earns top honors at MotorTrend’s SDV Innovator Awards
MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla emerged as one of the most recognized automakers at MotorTrend’s 2026 Software-Defined Vehicle (SDV) Innovator Awards.
As could be seen in a press release from the publication, two key Tesla employees were honored for their work on AI, autonomy, and vehicle software. MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla leaders and engineers recognized
The fourth annual SDV Innovator Awards celebrate pioneers and experts who are pushing the automotive industry deeper into software-driven development. Among the most notable honorees for this year was Ashok Elluswamy, Tesla’s Vice President of AI Software, who received a Pioneer Award for his role in advancing artificial intelligence and autonomy across the company’s vehicle lineup.
Tesla also secured recognition in the Expert category, with Lawson Fulton, a staff Autopilot machine learning engineer, honored for his contributions to Tesla’s driver-assistance and autonomous systems.
Tesla’s software-first strategy
While automakers like General Motors, Ford, and Rivian also received recognition, Tesla’s multiple awards stood out given the company’s outsized role in popularizing software-defined vehicles over the past decade. From frequent OTA updates to its data-driven approach to autonomy, Tesla has consistently treated vehicles as evolving software platforms rather than static products.
This has made Tesla’s vehicles very unique in their respective sectors, as they are arguably the only cars that objectively get better over time. This is especially true for vehicles that are loaded with the company’s Full Self-Driving system, which are getting progressively more intelligent and autonomous over time. The majority of Tesla’s updates to its vehicles are free as well, which is very much appreciated by customers worldwide.