News
Tesla-owning Officer convinces Sheriff’s Office a Model Y would be perfect fit
Sergeant Clay Leak of the Boulder, Colorado Sheriff’s Office has several Teslas in his garage, but one at his job would have been a cherry on top. After a few months of diligence, Sgt. Leak has a Model Y in his Boulder Sheriff’s Office fleet, making it the latest force to introduce all-electric power into its law enforcement efforts.
It was a long process, Leak told Teslarati in an interview earlier this month. It took a lot of work, and it took a lot of phone calls, but eventually, things worked out as they should have. “I did a bunch of research by reading a bunch of articles, then reaching out to talk to agencies that I could get ahold of who had Teslas in their fleet,” Leak told us. He started with the Fremont, Westport, Bargersville, and Hastings-on-Hudson Departments, all of which have welcomed Tesla vehicles into their fleets. Fremont has a Model S, Westport and Bargersville a Model 3, and Hastings-on-Hudson would operate that same model as Boulder: a Model Y Long Range.
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- Credit: Sgt. Clay Leak of Boulder PD
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- Credit: Sgt. Clay Leak of Boulder PD
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- Credit: Sgt. Clay Leak of Boulder PD
The process then seemed to make sense as the financial figures lined up nicely for a presentation to local commissioners who would ultimately have the final say. “I talked to our in-house fleet manager and pulled the mileage, fueling, maintenance, and service records for our fleet,” Leak said. He did not think it would be a very difficult convincing process as cutting costs of fueling and maintenance swayed in the direction of the Model Y. After calculating Wh/mi for the Tesla and comparing it to the cost of operating a gas-powered Ford Police Interceptor, it was no match. The Model Y was around five times as cost-effective than the typical Police Cruiser. Plus, the sustainability factor was another big positive in the way of purchasing the Model Y.
“Boulder County has always strived to be eco-friendly in all our operations, and we continue that commitment by being one of the first, if not the first law enforcement agency in the State of Colorado to bring a Tesla Model Y into our patrol fleet,” the department wrote.
Within six months, the Model Y could already begin saving the Department money, according to a Media Release the department published earlier this week. After the Command Officers agreed with Leak’s calculations and ideas for a sustainable member of the fleet to be added, it went to Boulder County Commissioners, who ultimately approved the project and authorized the purchase.
“I think taxpayers will be happy to hear that this new vehicle will save money,” Leak said. “It will take time, but it will be less expensive than the gas-powered vehicles we have now.”
Then came the fun part, installing the necessary police equipment on the inside of the car, and outfitting the Model Y with decals. “We worked with Tesla, because there were some things that just didn’t line up,” Leak stated. He detailed how the programs the Boulder Sheriff’s Office uses are Windows-based, while the Model Y’s center dash screen is HTML-based. This made it necessary to install a patrol laptop, which is in normal cruisers as well.
The Department said in its release:
“The vehicle has been outfitted with official Boulder County Sheriff’s Office decals as well as a full suite of emergency equipment like that used in many of our other vehicles. It will primarily be assigned for traffic enforcement, though it will be rigorously tested to examine its potential for other applications within the Sheriff’s Office. Our research included examining EV offerings from other manufacturers, but they were ultimately eliminated from consideration due to significantly higher price points, lack of availability, and/or specifications that did not meet our needs. We are open to reconsidering them in the future as the EV market expands.”
Credit: Sgt. Clay Leak of Boulder PD
The Department expects the vehicle to make it 200,000 miles at minimum. However, Leak is looking to increase the sustainability of the Model Y Cruiser by offsetting electricity costs with solar panels.
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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.
Elon Musk
Judge clears path for Elon Musk’s OpenAI lawsuit to go before a jury
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder.
A U.S. judge has ruled that Elon Musk’s lawsuit accusing OpenAI of abandoning its founding nonprofit mission can proceed to a jury trial.
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder. These claims are directly opposed by OpenAI.
Judge says disputed facts warrant a trial
At a hearing in Oakland, U.S. District Judge Yvonne Gonzalez Rogers stated that there was “plenty of evidence” suggesting that OpenAI leaders had promised that the organization’s original nonprofit structure would be maintained. She ruled that those disputed facts should be evaluated by a jury at a trial in March rather than decided by the court at this stage, as noted in a Reuters report.
Musk helped co-found OpenAI in 2015 but left the organization in 2018. In his lawsuit, he argued that he contributed roughly $38 million, or about 60% of OpenAI’s early funding, based on assurances that the company would remain a nonprofit dedicated to the public benefit. He is seeking unspecified monetary damages tied to what he describes as “ill-gotten gains.”
OpenAI, however, has repeatedly rejected Musk’s allegations. The company has stated that Musk’s claims were baseless and part of a pattern of harassment.
Rivalries and Microsoft ties
The case unfolds against the backdrop of intensifying competition in generative artificial intelligence. Musk now runs xAI, whose Grok chatbot competes directly with OpenAI’s flagship ChatGPT. OpenAI has argued that Musk is a frustrated commercial rival who is simply attempting to slow down a market leader.
The lawsuit also names Microsoft as a defendant, citing its multibillion-dollar partnerships with OpenAI. Microsoft has urged the court to dismiss the claims against it, arguing there is no evidence it aided or abetted any alleged misconduct. Lawyers for OpenAI have also pushed for the case to be thrown out, claiming that Musk failed to show sufficient factual basis for claims such as fraud and breach of contract.
Judge Gonzalez Rogers, however, declined to end the case at this stage, noting that a jury would also need to consider whether Musk filed the lawsuit within the applicable statute of limitations. Still, the dispute between Elon Musk and OpenAI is now headed for a high-profile jury trial in the coming months.
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
Tesla earns top honors at MotorTrend’s SDV Innovator Awards
