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Rivian patents its own autonomous take on Tesla’s 'Bioweapon Defense Mode'

(Photo: Rivian)

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Rivian has submitted a patent aimed at protecting drivers and passengers from hazardous materials using its in-vehicle systems and autonomous driving technology. The patent invokes similarities to Tesla’s Bioweapon Defense Mode In terms of protecting vehicle occupants from harmful environments but on a more advanced level.

Rivian filed the patent on June 11 and named it “Systems and Methods for Operating an Autonomous Vehicle in a Presence of Hazardous Materials.” The new patent would allow its trucks to recognize when a hazardous material is present around and inside the vehicle. The vehicle’s system would then take the necessary steps to avoid exposing its passengers from said materials.

The patent states:

Current autonomous vehicle technology allows an autonomous vehicle to transport passengers between destinations without being directly controlled by a human driver. However, due to an absence of a driver, an autonomous vehicle may encounter unexpected or unusual circumstances that the autonomous vehicle may not be able to autonomously handle or mitigate. For example, the interior of the autonomous vehicle may become unpleasant or even unsafe due to presence of hazardous or biohazardous material. Current autonomous vehicles are unable to properly respond to such an occurrence, leading to an unpleasant or dangerous experience for an occupant.

According to the description of the patent, the vehicle would determine if there are hazardous materials inside the cabin using a gas sensor. Initially, simple steps like automatically opening windows or increasing air ventilation would be performed. If neither of these steps addresses the issue, the vehicle would then determine a modified route to a safer destination. This means the car would add emergency stops or replace the active destination and route with alternatives that would include first-responder or cleanup facilities.

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Like many of Rivian’s other submitted patents, they include a diagram that demonstrates the vehicle’s decision-making process. This outlines the multiple scenarios that could take place if the car notices a hazardous material is present.

“Depicts an illustrative flow diagram for a process of operating an autonomous vehicle when hazardous material is detected, in accordance with some embodiments of the disclosure.”(Credit: U.S. Patent Office)

Rivian’s patent seems to echo some features of Tesla’s Bioweapon Defense Mode, which debuted on the Model X. Bioweapon Defense Mode does not operate autonomously like Rivian’s concept, but it also provides passengers with an air purification system that is practically hospital-grade. This came in handy for California Tesla owners in October when wildfires affected many within the state. Tesla’s system utilizes a large HEPA air filter that is responsible for removing at least 99.97% of fine particulate matter and gaseous pollutants that keeps drivers safe from contamination occurring outside of the vehicle.

A system that could detect some hazardous materials within the cabin of a vehicle could prove to be beneficial for any vehicle owner. The importance of this patent goes far beyond convenience, becoming a safety feature that could prevent accidents and exposure to harmful materials in the air.

Rivian’s full discussion of its patent could be accessed here.

Joey has been a journalist covering electric mobility at TESLARATI since August 2019. In his spare time, Joey is playing golf, watching MMA, or cheering on any of his favorite sports teams, including the Baltimore Ravens and Orioles, Miami Heat, Washington Capitals, and Penn State Nittany Lions. You can get in touch with joey at joey@teslarati.com. He is also on X @KlenderJoey. If you're looking for great Tesla accessories, check out shop.teslarati.com

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Tesla Semi factory looks almost complete during Thanksgiving weekend

Based on recent drone videos, the Tesla Semi factory looks practically ready to start operations.

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Credit: Tesla

It appears that the Tesla Semi factory near Giga Nevada is already hard at work preparing for the initial production of the Class 8 all-electric truck. This was, at least, hinted at in a recent drone flyover of the facility from a longtime watcher. 

The Tesla Semi factory after Thanksgiving

Drone operator and Tesla Semi advocate @HinrichsZane recently shared some footage he captured of the upcoming facility during the Thanksgiving weekend. Based on his video, it appears that Tesla gave its employees in the area the weekend off. One thing is evident from the video, however, and that is the fact that the Tesla Semi factory looks practically ready to start operations.

The Tesla Semi watcher did point out that the electric vehicle maker is still busy bringing in production equipment into the facility itself. Once these are installed, it would not be surprising if initial production of the Tesla Semi begins.

A new Tesla Semi

The upcoming completion of the Tesla Semi factory near Gigafactory Nevada seems all but inevitable in the coming months. What would be especially interesting, however, would be the vehicles that would be produced on the site. During Elon Musk’s presentation at the 2025 Annual Shareholder Meeting, a glimpse of the production Tesla Semi was shown, and it looks quite a bit different than the Class 8 all-electric truck’s classic appearance.

As could be seen in the graphic from the CEO’s presentation, the updated Tesla Semi will feature slim lightbar headlights similar to the new Tesla Model Y, Cybertruck, and the Cybercab. Tesla also teased a number of aerodynamic improvements that increased the truck’s efficiency to 1.7 kWh per mile. Extended camera units, seemingly for FSD, could also be seen in the graphic. 

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Tesla scores major hire as Apple scientist moves to Optimus team

Chen, who advanced from individual contributor to technical lead during his time at Apple, noted that he was blown away by Tesla’s efforts and synergy.

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Credit: Tesla Optimus/X

Former Apple research scientist Yilun Chen has left the tech giant to join Tesla’s Optimus AI team. Chen, who advanced from individual contributor to technical lead during his time at Apple, noted that he was blown away by Tesla’s efforts and synergy.

Apple veteran closes a major chapter

In a farewell note, Yilun Chen reflected on his tenure at Apple as a period defined by rapid growth and exposure to notable internal projects, some of which remain unreleased. His roles spanned engineering, research, early product incubation, and hands-on prototyping, allowing him to build expertise across both mature and emerging teams.

Chen credited mentors, colleagues, and cross-functional collaborators for shaping his trajectory, calling the experience unforgettable and emphasizing how each team taught him different lessons about scaling technology, guiding product vision, and navigating fast-moving research environments. “Each role has offered me invaluable unique lessons… My deepest gratitude goes to my colleagues, mentors and friends,” he wrote.

Tesla’s Optimus lab secured the hire

Chen said the move to Tesla was driven by the momentum surrounding Optimus, a humanoid robot powered by LLM-driven reasoning and Physical AI. After visiting Tesla’s Optimus lab, he admitted that he was “totally blown away by the scale and sophistication of the Optimus lab and deep dedication of people when I got to visit the office.”

His first week at Tesla, he noted, involved spontaneous deep-tech discussions, a flat team structure, rapid prototyping cycles, and what he called a “crazy ideas with super-fast iterations” culture. Chen emphasized that the team’s ambition, as well as its belief that humanoid robots are now within reach, creates an energy level that feels aimed at changing the world.

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“You can feel the energy to change the world here,” he wrote in a post on social media. 

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Elon Musk gives nod to SpaceX’s massive, previously impossible feat

It was the booster’s 30th flight, a scenario that seemed impossible before SpaceX became a dominant force in spaceflight. 

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Credit: SpaceX/X

Elon Musk gave a nod to one of SpaceX’s most underrated feats today. Following the successful launch of the Transporter-15 mission, SpaceX seamlessly landed another Falcon 9 booster on a droneship in the middle of the ocean. 

It was the booster’s 30th flight, a scenario that seemed impossible before SpaceX became a dominant force in spaceflight. 

Elon Musk celebrates a veteran Falcon 9 booster’s feat

SpaceX completed another major milestone for its Smallsat Rideshare program on Friday, successfully launching and deploying 140 spacecraft aboard a Falcon 9 from Vandenberg Space Force Base. The mission, known as Transporter-15, lifted off two days later than planned after a scrub attributed to a ground systems issue, according to SpaceFlight Now. SpaceX confirmed that all payloads designed to separate from the rocket were deployed as planned.

The Falcon 9 used for this flight was booster B1071, one of SpaceX’s most heavily flown rockets. With its 30th mission completed, it becomes the second booster in SpaceX’s fleet to reach that milestone. B1071’s manifest includes five National Reconnaissance Office missions, NASA’s SWOT satellite, and several previous rideshare deployments, among others. Elon Musk celebrated the milestone on X, writing “30 flights of the same rocket!” in his post. 

Skeptics once dismissed reusability as unfeasible

While rocket landings are routine for SpaceX today, that was not always the case. Industry veterans previously questioned whether reusable rockets could ever achieve meaningful cost savings or operational reliability, often citing the Space Shuttle’s partial reusability as evidence of failure. 

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In 2016, Orbital ATK’s Ben Goldberg argued during a panel that even if rockets could be reusable, they do not make a lot of sense. He took issue with Elon Musk’s claims at the time, Ars Technica reported, particularly when the SpaceX founder stated that fuel costs account for just a fraction of launch costs. 

Goldberg noted that at most, studies showed only a 30% cost reduction for low-Earth orbit missions by using a reusable rocket. “You’re not going to get 100-fold. These numbers aren’t going to change by an order of magnitude. They’re just not. That’s the state of where we are today,” he said. 

Former NASA official Dan Dumbacher, who oversaw the Space Launch System, expressed similar doubts in 2014, implying that if NASA couldn’t make full reusability viable, private firms like SpaceX faced steep odds.

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