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Tesla has started to push a new Full Self-Driving Beta v11 software update, but the rollout of the highly anticipated FSD Beta update is still slow.

Tesla FSD Beta v11 is both an exciting and scary step as it is supposed to merge Tesla’s FSD and Autopilot highway stacks.

FSD Beta enables Tesla vehicles to drive autonomously to a destination entered in the car’s navigation system, but the driver needs to remain vigilant and ready to take control at all times.

Since the responsibility rests with the driver and not Tesla’s system, it is still considered a level-two driver-assist system, despite its name. It has been sort of a “two steps forward, one step back” type of program, as some updates have seen regressions in terms of driving capabilities.

Tesla has frequently been releasing new software updates to the FSD Beta program and adding more owners to it.

Since the wider release of the beta last year, there are currently over 400,000 Tesla owners in the program in North America – virtually every Tesla owner who bought the FSD package on their vehicles.

However, the bulk of these owners have yet to receive significant FSD beta updates as Tesla was supposed to release v11 to the fleet in November 2022, but the update has been stuck in testing within Tesla’s closed fleet since then.

The update is an important step because it includes many new neural networks, as Elon Musk stated, but from a consumer perspective, it’s also important because it is expected to merge Tesla’s FSD Beta software stack primarily used on roads and city streets with Tesla’s Autopilot software stack, which is used as a level 2 driver assist system on highways.

It has been delayed several times, but it finally went to a closed beta release last month. Tesla is slowly releasing it to more beta testers, but it has yet to go to a broader release.

Today, the automaker has started to push a new FSD Beta v11.3.1 (2022.45.10) software update to a slightly larger group of beta testers.

The update features several improvements to the new single stack as well as new visualizations that give drivers more insights into what FSd Beta is going.

Here are the release notes for FSD Beta v11.3.1 (via Not a Tesla App):

– Enabled FSD Beta on highway. This unifies the vision and planning stack on and off-highway and replaces the legacy highway stack, which is over four years old. The legacy highway stack still relies on several single-camera and single-frame networks, and was setup to handle simple lane-specific maneuvers. FSD Beta’s multi-camera video networks and next-gen planner, that allows for more complex agent interactions with less reliance on lanes, make way for adding more intelligent behaviors, smoother control and better decision making.

– Improved recall for close-by cut-in cases by 15%, particularly for large trucks and high-yaw rate scenarios, through an additional 30k auto-labeled clips mined from the fleet. Additionally, expanded and tuned dedicated speed control for cut-in objects.

– Improved the position of ego in wide lanes, by biasing in the direction of the upcoming turn to allow other cars to maneuver around ego.

– Improved handling during scenarios with high curvature or large trucks by offsetting in lane to maintain safe distances to other vehicles on the road and increase comfort.

– Improved behavior for path blockage lane changes in dense traffic. Ego will now maintain more headway in blocked lanes to hedge for possible cans in dense traffic.

– Improved lane changes in dense traffic scenarios by allowing higher acceleration during the alignment phase, This results in more natural gap selection to overtake adjacent lane vehicles very close to ego

– Made turns smoother by improving the detection consistency between lanes, lines and road edge predictions. This was accomplished by integrating the latest version of the lane-guidance module into the road edge and lines network.

– Improved accuracy for detecting other vehicles’ moving semantics. Improved precision by 23% for cases where other vehicles transition to driving and reduced error by 12% for cases where Autopilot incorrectly detects its lead vehicle as parked. These were achieved by increasing video context in the network, adding more data of these scenarios, and increasing the loss penalty for control-relevant vehicles,

– Extended maximum trajectory optimization horizon, resulting in smoother control for high curvature roads and far away vehicles when driving at highway speeds.

– Improved driving behavior next to row of parked cars in narrow lanes, preferring to offset and staying within lane instead of unnecessarily lane changing away or slowing down.

– Improved back-to-back lane change maneuvers through better fusion between vision-based localization and coarse map lane counts.

– Added text blurbs in the user interface to communicate upcoming maneuvers that FSD Beta plans to make. Also improved the visualization of upcoming slowdowns along the vehicle’s path. Chevrons render at varying opacity and speed to indicate the slowdown intensity, and a solid line appears at locations where the car will come to a stop.

– Improved the recall and precision of object detection, notably reducing the position error of semi-trucks by 10%, increasing the recall and precision of crossing vehicles over 100m away by 3% and 7%, respectively, and increasing the recall of motorbikes by 5%. This was accomplished by implementing additional quality checks in our two million video clip autolabeled dataset.

– Reduced false offsetting around objects in wide lanes and near intersections by improving object kinematics modeling in low speed scenarios.

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Rivian (RIVN) to open a UK office that will focus on AI and autonomous driving technology

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Rivian (RIVN) to open a UK office that will focus on AI and autonomous driving technology

American EV automaker Rivian is expanding across the pond into the UK, hoping to tap into the region’s talent pool in artificial intelligence engineering.

Rivian is a growing American EV brand with expanding office footprints as much as its lineup of unique electric trucks and SUVs. The company is currently headquartered in Palo Alto, California, with its main production facility located in Normal, Illinois alongside plans for a second production footprint about 40 minutes outside of Atlanta, Georgia.

Other US locations currently include offices in Irvine and Carson, CA, Wittmann, AZ, and Plymouth, MI. Outside of the US, Rivian operates out of offices in Vancouver, BC, Canada, Amsterdam, Netherlands, and Belgrade, Serbia.

This morning, Rivian announced its latest international office in London, UK, which will become an AI-centric development hub.

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Rivian UK
Rivian’s production facilities in Normal, IL / Source: Scooter Doll

Rivian to open AI Hub in the UK

According to a release from Rivian early this morning, it sees the UK as rapidly becoming a world leader in artificial intelligence engineering, and is looking to tap into that talent pool with the new international office.

While Rivian’s current Autonomy Platform enables drivers to utilize hands-free, eyes-on highway driving, the American automaker intends to continue to evolve such tech to offer greater levels of autonomous capabilities.

Rivian shared that its second-generation EVs were designed with an “AI-centric approach.” As its Gen2 vehicle fleet continues to develop and grow, the automaker has been collecting more and more data to help accelerate the improvements to ADAS technology. Per the company:

Rivian believes the combined strength of its perception platform and in-vehicle data infrastructure will enable it to build a Large Driving Model, unlocking unparalleled understanding of complex driving scenarios and accelerating the path to safer, more capable autonomous features.

Rivian said the future work done at its new UK AI hub will enable its EVs to improve in the future via over-the-air (OTA) updates. Details remain light, but Rivian shared plans to host an “AI and Autonomy Day” later this year and promised to share more about its product and technology roadmap.

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A golf cart pickup truck? GEM-maker launches diverse new LSV line

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A golf cart pickup truck? GEM-maker launches diverse new LSV line

Waev, the company best known for its iconic GEM electric low-speed vehicles (LSVs), just unveiled a brand new lineup of commercial electric carts and LSVs. And this time, they’re not messing around when it comes to utility. Dubbed the Fusion line, these new lithium-ion-powered vehicles include mashups plucked from the worlds of golf carts, street-legal shuttles, and jobsite pickup trucks.

The Fusion lineup includes six different models: three designed for people-moving and three built for utility work. But all six still seem to be aimed squarely at commercial, municipal, and industrial fleets.

Whether that’s running security at a stadium, shuttling guests at a resort, or hauling equipment around a worksite, there looks to be something in the Fusion family that probably fits the bill.

On the people-moving side, Waev is offering 4, 6, and 8-passenger models, all of which feature a flip-up rear seat that converts into a cargo deck, a near ubiquitous feature among modern golf carts and LSVs with rear-facing benches that helps them pull double duty as a light utility vehicle. The feature gives them added flexibility for things like maintenance staff, hospitality transport, or even large campus tours, letting them carry a large number of passengers, yet still be capable of stacking boxes or equipment in the rear.

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The utility versions look a bit different with more muted matte black bodywork, plus come with electrically-actuated hydraulic dump beds, 2-inch ball hitches, and even orange seat belts for jobsite visibility. It’s harder to forget to put on the seatbelt when it’s blindingly orange.

And yes, the Fusion Utility Long Bed basically looks like a pickup truck built on a golf cart chassis, which I find equal parts strange and endearing. But then again, I’m the guy who infamously kicked off the great American mini-truck trend a few years ago when my hilarious little tiny-truck went viral, so maybe I’m a bit biased when it comes to fun little utility vehicles.

All Fusion models are available in both “cart” and “LSV” configurations. The carts are speed-limited to 19 mph (30.5 km/h) and come with serial numbers, making them street-legal only in limited areas that have passed local ordinances permitting golf carts to use public roads.

The LSV versions get full VINs, meet federal low-speed vehicle safety standards (meaning over a dozen regulations on manufacturing standards and safety equipment), and can be driven up to 25 mph (40 km/h) on public roads where LSVs are permitted by state law.

Waev is sticking with lithium-ion power here, specifically a 105Ah Marxon pack that’s both heated and insulated for cold-weather use. That’s a big step up from the old-school lead-acid setups still found in some fleet carts (and, if we’re being honest, still offered on some of Waev’s other vehicles).

The company claims to offer automotive-grade manufacturing processes and reliability on its vehicles, along with Bluetooth diagnostics and a smartphone app for managing the fleet.

Other upgrades include LED lighting, back-up cameras, AVAS pedestrian alert systems, and standard three-point seat belts for all passengers. Optional extras like ladder racks, beacon lights, and upgraded tires make it even easier to tailor each unit to the specific job at hand.

The Fusion line slots into Waev’s already broad family of low-speed EVs and fleet vehicles, including the steel-bodied Taylor-Dunn utility vehicles, Tiger heavy-duty tow tractors for airports and warehouses, and the classic GEM lineup that’s been a staple of street-legal fleet transport since the late ‘90s.

It also looks like Waev isn’t just trying to sell the hardware here – it’s pushing hard on full-service fleet support, too. The company is leaning on an extensive dealer network across the U.S., Mexico, Canada, and Australia, and all Fusion models are available through Sourcewell and Canoe procurement programs for simplified public-sector purchasing.

One big thing we’re not seeing, though, are the prices. It’s more of a “contact us for a quote” situation, which means exactly what you think it means. We’ll try to learn more, but don’t expect to make it out of the lot without a measurably lighter wallet.

Electrek’s Take:

This is the kind of product line that probably won’t turn heads in your local grocery store parking lot, but it’s exactly the kind of quiet EV revolution that’s transforming fleets behind the scenes. Lithium-ion golf carts and LSVs that can tow, haul, and shuttle without the noise or emissions of gas engines? That’s a win for everyone –from municipal fleets to private campuses.

And frankly, I’m here for the golf cart pickup truck vibe. Street legal, work-ready, and just weird enough to be cool. The fact that the tailgate seems to swing all the way down and doesn’t lie flat like a normal pickup truck’s gate was a swing-and-a-miss by the designers – I don’t know how that got through – but everything else looks great! And hey, I guess I could always add a pair of tailgate cables if I wanted.

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Tesla’s retro-futuristic diner and Supercharger is here and it looks sick

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Tesla's retro-futuristic diner and Supercharger is here and it looks sick

Tesla’s retro-futuristic diner with Superchargers and giant movie screens is ready to open, and I have to admit, it looks pretty sick.

This project has been in the works for a long time.

In 2018, Elon Musk said that Tesla planned to open an “old school drive-in, roller skates & rock restaurant at one of the new Tesla Supercharger locations in Los Angeles.” It was yet another “Is he joking?” kind of Elon Musk idea, but he wasn’t kidding.

A few months later, Tesla applied for building permits for “a restaurant and Supercharger station” at a location in Santa Monica. However, the project stalled for a long time, apparently due to local regulations.

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Nevertheless, Tesla still moved forward with a Supercharger at the location, but it had to move the diner project to Hollywood. In 2022, Tesla filed the construction plans with the city, giving us the first look at what the automaker intends to build.

In 2023, the automaker broke ground on the site of the diner.

7 years after being originally announced, the project appears now ready to open:

Musk said that he ate at the diner last night and claimed that it is “one of the coolest spots in LA.” He didn’t say when it will open, but Tesla vehicles have been spotted at Supercharger and people appear to be testing the dinning experience inside.

A Tesla Optimus Robot can be seen inside the diner on a test rack. It looks like Tesla might use one for some tasks inside the diner.

Earlier this year, Tesla integrated the diner into its mobile app – hinting at some interaction through the app – possibly ordering from it.

Electrek’s Take

I think it looks pretty cool. I am a fan of the design and concept.

However, considering the state of the Tesla community, I don’t think I’d like the vibes. That said, it looks like Tesla isn’t prominently pushing its branding on the diner.

You can come and charge there, but it looks like Tesla is also aiming to get a wider clientele just for dining.

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