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Tesla is starting to release a new Full Self-Driving (FSD) Beta software update that includes many high-level changes that should positively impact performance.

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

The company now has over 100,000 people in the FSD Beta program and plans to expand it to everyone who buys access in North America by the end of the year through a few more software updates to refine the system.

Considering we are already in November and it generally takes at least a month for Tesla to deliver a new FSD Beta update, we expect Tesla is one or two updates away from the promised wider release.

Today, the automaker has started pushing a new FSD Beta update (v10.69.3) to employees for internal testing, which generally means that it will expand to beta testers in the customer fleet soon.

According to the release notes below, the update doesn’t include any new features, but it includes a lot of high-level updates to Tesla’s neural nets to improve the overall performance of the system.

Tesla Full Self-Driving Beta Release Notes v10.69.3 Release Notes via Not a Tesla App:

– Upgraded the Object Detection network to photon count video streams and retrained all parameters with the latest autolabeled datasets (with a special emphasis on low visibility scenarios).

– Improved the architecture for better accuracy and latency, higher recall of far away vehicles, lower velocity error of crossing vehicles by 20%, and improved VRU precision by 20%.

– Converted the VRU Velocity network to a two-stage network, which reduced latency and improved crossing pedestrian velocity error by 6%.

– Converted the non-VRU Attributes network to a two-stage network, which reduced latency, reduced incorrect lane assignment of crossing vehicles by 45%, and reduced incorrect parked predictions by 15%.

– Reformulated the autoregressive Vector Lanes grammar to improve the precision of lanes by 9.2%, recall of lanes by 18.7%, and recall of forks by 51.1%. Includes a full network update where all components were retrained with 3.8x the amount of data.

– Added a new “road markings” module to the Vector Lanes neural network which improves lane topology error at intersections by 38.9%.

– Upgraded the Occupancy Network to align with road surface instead of ego for improved detection stability and improved recall at hill crest.

– Reduced runtime of candidate trajectory generation by approximately 80% and improved smoothness by distilling an expensive trajectory optimization procedure into a lightweight planner neural network.

– Improved decision-making for short-deadline lane changes around gores by richer modeling of the trade-off between going off-route versus trajectory required to drive through the gore region.

– Reduced false slowdowns for pedestrians near crosswalks by using a better model for the kinematics of the pedestrian.

– Added control for more precise object geometry as detected by the general occupancy network.

– Improved control for vehicles cutting out of our desired path by better modeling of their turning/lateral maneuvers thus avoiding unnatural slowdowns.

– Improved longitudinal control while offsetting around static obstacles by searching over feasible vehicle motion profiles.

– Improved longitudinal control smoothness for in-lane vehicles during high relative velocity scenarios by also considering relative acceleration in the trajectory optimization.

– Reduced best-case object photon-to-control system latency by 26% through adaptive planner scheduling, restructuring of trajectory selection, and parallelizing perception compute. This allows us to make quicker decisions and improves reaction time.

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US Customs delays force solar giant Qcells to furlough 1,000 workers

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US Customs delays force solar giant Qcells to furlough 1,000 workers

Solar panel giant Qcells announced today that it’s temporarily furloughing 1,000 US workers – 25% of its workforce – and reducing pay and shifts at its factories in northeast Georgia due to supply chain delays caused by US Customs.

Qcells furloughs 1,000 workers

The supply chain delays are hindering the company’s ability to import components to build its solar panels. This has resulted in Qcells’ two factories in Cartersville and Dalton being unable to operate at full capacity for several months.

Qcells spokeswoman Marta Stoepker shared the following statement in an exclusive with Channel 2 Action News in Atlanta:

The company says the furloughed workers, who were notified this afternoon, will retain full benefits and won’t be laid off. However, Qcells will no longer be using staffing agency employees in Georgia “at this time.”

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As Qcells introduced new supply chains to support its growing solar panel manufacturing facilities in Georgia, the company was recently forced to scale back production while our shipments into the US were delayed in the customs clearance process.

Although our supply chain operations are beginning to normalize, today we shared with our employees that HR actions must be taken to improve operational efficiency until production capacity returns to normal levels.

Stoepker said it expects to bring the furloughed workers back “in the coming weeks and months.” She continued:

Our commitment to building the entire solar supply chain in the United States remains. We will soon be back on track with the full force of our Georgia team delivering American-made energy to communities around the country.

Electrek’s Take

In January 2023, the Seoul-headquartered Qcells announced it would invest more than $2.5 billion to build a solar supply chain in Georgia – the largest-ever investment in clean energy manufacturing in the US to date. That included expanding the Dalton solar factory and building a fully integrated solar supply chain factory in Cartersville, Georgia, that will manufacture solar ingots, wafers, cells, and finished panels.

It’s not quite there yet, because that takes time. In the meantime, it’s being penalized by Customs. The US government under Trump says it’s keen on boosting domestic manufacturing. Why would it work against a company that’s onshoring an entire solar supply chain, including recycling?

Dalton and Cartersville employ nearly 4,000 people. Its total output will reach 8.4 GW of solar production capacity per year, which is equivalent to nearly 46,000 panels per day – enough to power approximately 1.3 million homes annually.

It’s ludicrous that it has been forced to furlough a quarter of its workforce due to the ineptness of the Trump administration’s US Customs policies. This is right up there with the ICE arrests at Hyundai’s plant in Georgia. Bravo.

Read more: Georgia gives US solar panel manufacturing a big boost with a new factory


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Your personalized solar quotes are easy to compare online and you’ll get access to unbiased Energy Advisors to help you every step of the way. Get started here.

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Toyota is yet again delaying EV battery plans

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Toyota is yet again delaying EV battery plans

The breakthrough EV batteries Toyota says will double driving range and cut charging times are facing another setback. The company is once again delaying plans for a new battery plant in Japan.

Why is Toyota delaying its EV battery plant this time?

Earlier this year, Toyota bought a 280,000-square-meter plot of land in Fukuoka, Japan, where it planned to build a plant to produce the more advanced EV batteries.

A location agreement was expected to be signed by April, but Toyota pushed back construction by several months, blaming slower-than-expected demand for electric vehicles.

The agreement was expected to be finalized this Fall, but that will no longer be the case. According to Nikkei, Toyota is delaying the EV battery plant for the second time. Toyota will review and adjust plans over the next year.

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Fukuoka governor, Seitaro Hattori, confirmed the news with reporters on Friday following a meeting with Toyota’s president, Koji Sato. Hattori also shut down claims that Toyota was planning to scrap the battery plant altogether.

Toyota-delaying-EV-battery
Toyota EV battery roadmap (Source: Toyota)

Toyota again blamed slowing EV demand for the delay. The decision comes despite Keiji Kaita, president of Toyota’s Carbon Neutral Advanced Engineering Development Center, confirming at the Japan Mobility Show just last week that it’s “sticking on the schedule” to introduce its first solid-state battery-powered EV by 2028.

Last month, Toyota said it aimed to “achieve the world’s first practical use of all-solid-state batteries in BEVs” after securing a partnership with Sumitomo Metal Mining Co. to mass-produce them. It’s also working with Japanese oil giant Idemitsu.

Toyota-solid-state-battery-EV
Idemitsu’s value chain for solid electrolytes used in all-solid-state EV batteries (Source: Idemitsu)

The company recently revealed a solid-state battery pack prototype that it claims can deliver 747 miles (1,200 km) range and 10-minute fast charging, but will we ever see it actually in production?

Electrek’s Take

Toyota has been making empty promises about EV batteries for almost a decade now. It initially planned to introduce solid-state EV batteries in 2020, then pushed it to 2023, then 2026, and now it’s saying it will be around 2028.

Mass production is likely closer to the end of the decade, if Toyota doesn’t delay it again. While it’s blaming the slowing demand, global EV sales are still on the rise. According to Rho Motion, global EV sales topped 2 million for the first time in a single month in September 2025. Through the first nine months of the year, EV sales are up 26% compared to the same period in 2024.

Even with the US ending the $7,500 federal tax credit and other policies designed to promote electric vehicles, global adoption will continue building momentum over the next few years.

Is it a demand issue, or is Toyota just looking for another excuse? With rivals like Volkswagen, Mercedes-Benz, Hyundai, BMW, and Honda advancing next-gen EV batteries, Toyota will only fall further behind if it continues delaying key projects.

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Podcast: Tesla is now Elon’s, Xpeng goes AI, Rivian earnings, and more

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Podcast: Tesla is now Elon's, Xpeng goes AI, Rivian earnings, and more

In the Electrek Podcast, we discuss the most popular news in the world of sustainable transport and energy. In this week’s episode, we discuss how Tesla is now Elon’s after the shareholders’ meeting, Xpeng going all-in on AI, Rivian’s earnings, and more.

The show is live every Friday at 4 p.m. ET on Electrek’s YouTube channel.

As a reminder, we’ll have an accompanying post, like this one, on the site with an embedded link to the live stream. Head to the YouTube channel to get your questions and comments in.

After the show ends at around 5 p.m. ET, the video will be archived on YouTube and the audio on all your favorite podcast apps:

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We now have a Patreon if you want to help us avoid more ads and invest more in our content. We have some awesome gifts for our Patreons and more coming.

Here are a few of the articles that we will discuss during the podcast:

Here’s the live stream for today’s episode starting at 4:00 p.m. ET (or the video after 5 p.m. ET:

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