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Tesla Model S refresh units spotted in Fremont Factory ahead of customer deliveries
Tesla’s efforts to produce the Model S refresh seem to be making some headway, with recent videos of the Fremont Factory showing what could very well be the first production units of the all-electric flagship sedan. While Tesla’s deliveries for the Model S refresh are looking to be a bit later than Elon Musk’s February estimate, customer deliveries seem to be coming soon.
The new Model S refresh units were spotted during a recent visit to the Fremont Factory by electric vehicle advocates Ryan Levenson of The Kilowatts and Model 3 owner Arash Malek. During their short visit, the EV enthusiasts were able to observe a red Model S refresh being driven around the Fremont Factory area. Unlike the test vehicles that have been spotted in the wild recently, the Model S in question was fitted with some window trim wrap and bar code stickers, hinting that they are not intended for simple road tests.
Round wheel. 😅 pic.twitter.com/WMqDaSBfyy
— The Kilowatts 🚗⚡️ (@klwtts) February 25, 2021
Another Model S refresh was sighted alongside Tesla’s other vehicles in the Fremont Factory’s holding lots. While the car was a bit difficult to see amidst the sea of Model 3s in the area, several Model S refresh elements were visible in the car, such as its blacked-out trim and updated bumper design. Similar to the red unit spotted driving around the factory, the Model S refresh in the parking lot also had bar code stickers, a potential indicator that the vehicle is intended to be delivered to customers.
What is quite interesting is that so far, the two new Model S refresh sighted in Fremont were equipped with a round steering wheel. This is quite interesting considering that Elon Musk and Tesla have made it a point to emphasize that the Model S refresh would be fitted with a yoke steering system, a rather controversial set of steering controls that have so far been greenlighted in numerous European countries.
*Enhance* pic.twitter.com/1qqQ0uEiJ0
— The Kilowatts 🚗⚡️ (@klwtts) February 25, 2021
The Model S refresh sightings come at a time when rumors have emerged alleging that Tesla is running into some delays at the Fremont Factory due to a shortage of chips from Samsung, which supplies parts for the Full Self-Driving computer. Samsung’s operations in its Austin fabrication facility were disrupted last week due to the state’s widespread power outages. That being said, reports have also mentioned that Model 3 production is still at around 800 units per day, which should help keep the facility productive while it waits for the chip shortages to subside.
Elon Musk has noted that the Model S refresh will start customer deliveries in February. While accomplishing this target may seem unlikely considering that the month is almost at its end, the presence of what appear to be production Model S refresh vehicles in the Fremont Factory means that Tesla is indeed working on getting its revamped flagship sedan to customers as soon as possible.
Watch a video of a production Model S refresh on the road in the video below.
https://youtu.be/_cFHRKiXvVc?t=187
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Elon Musk’s Grok AI to be used in U.S. War Department’s bespoke AI platform
The partnership aims to provide advanced capabilities to 3 million military and civilian personnel.
The U.S. Department of War announced Monday an agreement with Elon Musk’s xAI to embed the company’s frontier artificial intelligence systems, powered by the Grok family of models, into the department’s bespoke AI platform GenAI.mil.
The partnership aims to provide advanced capabilities to 3 million military and civilian personnel, with initial deployment targeted for early 2026 at Impact Level 5 (IL5) for secure handling of Controlled Unclassified Information.
xAI Integration
As noted by the War Department’s press release, GenAI.mil, its bespoke AI platform, will gain xAI for the Government’s suite of tools, which enable real-time global insights from the X platform for “decisive information advantage.” The rollout builds on xAI’s July launch of products for U.S. government customers, including federal, state, local, and national security use cases.
“Targeted for initial deployment in early 2026, this integration will allow all military and civilian personnel to use xAI’s capabilities at Impact Level 5 (IL5), enabling the secure handling of Controlled Unclassified Information (CUI) in daily workflows. Users will also gain access to real‑time global insights from the X platform, providing War Department personnel with a decisive information advantage,” the Department of War wrote in a press release.
Strategic advantages
The deal marks another step in the Department of War’s efforts to use cutting-edge AI in its operations. xAI, for its part, highlighted that its tools can support administrative tasks at the federal, state and local levels, as well as “critical mission use cases” at the front line of military operations.
“The War Department will continue scaling an AI ecosystem built for speed, security, and decision superiority. Newly IL5-certified capabilities will empower every aspect of the Department’s workforce, turning AI into a daily operational asset. This announcement marks another milestone in America’s AI revolution, and the War Department is driving that momentum forward,” the War Department noted.
News
Tesla FSD (Supervised) v14.2.2 starts rolling out
The update focuses on smoother real-world performance, better obstacle awareness, and precise end-of-trip routing, among other improvements.
Tesla has started rolling out Full Self-Driving (Supervised) v14.2.2, bringing further refinements to its most advanced driver-assist system. The new FSD update focuses on smoother real-world performance, better obstacle awareness, and precise end-of-trip routing, among other improvements.
Key FSD v14.2.2 improvements
As noted by Not a Tesla App, FSD v14.2.2 upgrades the vision encoder neural network with higher resolution features, enhancing detection of emergency vehicles, road obstacles, and human gestures. New Arrival Options let users select preferred drop-off styles, such as Parking Lot, Street, Driveway, Parking Garage, or Curbside, with the navigation pin automatically adjusting to the user’s ideal spot for precision.
Other additions include pulling over for emergency vehicles, real-time vision-based detours for blocked roads, improved gate and debris handling, and extreme Speed Profiles for customized driving styles. Reliability gains cover fault recovery, residue alerts on the windshield, and automatic narrow-field camera washing for new 2026 Model Y units.
FSD v14.2.2 also boosts unprotected turns, lane changes, cut-ins, and school bus scenarios, among other things. Tesla also noted that users’ FSD statistics will be saved under Controls > Autopilot, which should help drivers easily view how much they are using FSD in their daily drives.
Key FSD v14.2.2 release notes
Full Self-Driving (Supervised) v14.2.2 includes:
- Upgraded the neural network vision encoder, leveraging higher resolution features to further improve scenarios like handling emergency vehicles, obstacles on the road, and human gestures.
- Added Arrival Options for you to select where FSD should park: in a Parking Lot, on the Street, in a Driveway, in a Parking Garage, or at the Curbside.
- Added handling to pull over or yield for emergency vehicles (e.g. police cars, fire trucks, ambulances).
- Added navigation and routing into the vision-based neural network for real-time handling of blocked roads and detours.
- Added additional Speed Profile to further customize driving style preference.
- Improved handling for static and dynamic gates.
- Improved offsetting for road debris (e.g. tires, tree branches, boxes).
- Improve handling of several scenarios, including unprotected turns, lane changes, vehicle cut-ins, and school buses.
- Improved FSD’s ability to manage system faults and recover smoothly from degraded operation for enhanced reliability.
- Added alerting for residue build-up on interior windshield that may impact front camera visibility. If affected, visit Service for cleaning!
- Added automatic narrow field washing to provide rapid and efficient front camera self-cleaning, and optimize aerodynamics wash at higher vehicle speed.
- Camera visibility can lead to increased attention monitoring sensitivity.
Upcoming Improvements:
- Overall smoothness and sentience.
- Parking spot selection and parking quality.
News
Tesla is not sparing any expense in ensuring the Cybercab is safe
Images shared by the longtime watcher showed 16 Cybercab prototypes parked near Giga Texas’ dedicated crash test facility.
The Tesla Cybercab could very well be the safest taxi on the road when it is released and deployed for public use. This was, at least, hinted at by the intensive safety tests that Tesla seems to be putting the autonomous two-seater through at its Giga Texas crash test facility.
Intensive crash tests
As per recent images from longtime Giga Texas watcher and drone operator Joe Tegtmeyer, Tesla seems to be very busy crash testing Cybercab units. Images shared by the longtime watcher showed 16 Cybercab prototypes parked near Giga Texas’ dedicated crash test facility just before the holidays.
Tegtmeyer’s aerial photos showed the prototypes clustered outside the factory’s testing building. Some uncovered Cybercabs showed notable damage and one even had its airbags engaged. With Cybercab production expected to start in about 130 days, it appears that Tesla is very busy ensuring that its autonomous two-seater ends up becoming the safest taxi on public roads.
Prioritizing safety
With no human driver controls, the Cybercab demands exceptional active and passive safety systems to protect occupants in any scenario. Considering Tesla’s reputation, it is then understandable that the company seems to be sparing no expense in ensuring that the Cybercab is as safe as possible.
Tesla’s focus on safety was recently highlighted when the Cybertruck achieved a Top Safety Pick+ rating from the Insurance Institute for Highway Safety (IIHS). This was a notable victory for the Cybertruck as critics have long claimed that the vehicle will be one of, if not the, most unsafe truck on the road due to its appearance. The vehicle’s Top Safety Pick+ rating, if any, simply proved that Tesla never neglects to make its cars as safe as possible, and that definitely includes the Cybercab.