The Simpsons, one of the longest-running TV shows of all time, have had some epic cars in Springfield; now Tesla is on that elite list. The Cybertruck and Model X appeared in this past weekend's Simpson's Halloween special. The Teslas now join the Canyonero, which smells like a steak and seats 35, the Canyonero Hybrid, which gets 11 miles to the gallon, and The Homer, a car designed by Homer Simpson, as classic Simpson rides.
Treehouse of Horror XXXIII has the animated family in a version of Westworld where the amusement park staff use a Cybertruck to take the malfunctioning robots to a repair facility. Monorail Homer gets stuck in a catchphrase loop, and the humanoid robot is shut down by flicking a switch in his nose. He is then tossed into the back of a Cybertruck.
Tesla's Cybertruck is featured in The Simpsons
Fox
Interesting placement of the killswitch; Elon Musk did say that Optimus, Tesla's humanoid robot, would have a switch to shut down the unit. So it could be up Optimus' nose.
Tesla's time in Springfield continues in the next episode, Not It. The show has a hilarious take on Stephen King's IT, and appearing on screen for just a few seconds is a white Model X. The vehicle belongs to Comic Book Guy, who is married to Marge. It may be the second time the Model X has appeared in the Simpsons. In episode 716, released in December of 2021, Fit-Fat Tony becomes Maggie's Godfather and leases the Simpsons a "Luxus" SUV. Bart is later seen playing with the Falcon Doors.
The Model X opens its falcon doors and hits Bart Simpson
Fox
The Tesla Roadster has also appeared in the Simpsons. In the fifth episode of season 32, a red Roadster is parked in front of Leonardo DiCaprio's mansion. Although there was a glaring error, the car was plugged in on the right side. The Model S has been in the show as well. Mr. Burns has a Model S that he charges at Richard Branson's house to avoid paying for electricity. Krusty the Clown also has a Model S. He uses Autopilot to hang out the window and attack Homer.
Mr. Burns charging his Model S
Fox
Who can forget the episode The Musk Who Fell to Earth? Tesla's CEO voiced himself during the episode in season 26 where he lands in Homer's backyard, and the two become fast friends. Bart and Lisa go for a joyride in Elon's car, using the password MUSKRULEZ to disable FSD. However, the show takes a turn when Mr. Burns plans to kill Musk.
The Simpsons is notorious for predicting the future, so now that Cybertruck has been spotted on the streets in Springfield, it has to be coming to the real world soon.
Psychiatrist decked out in Tesla merchandise
Fox
Kent Brockman, the news reporter on The Simpsons uses Tesla's Summon feature to call his Tesla.
Kent Brockman summons his Tesla
Fox
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Just over a week into the Robotaxi launch, Tesla began laying the groundwork for a more scalable remote supervision model, which will be key to achieving success with the Robotaxi Network.
About a week ago, Elon Musk posted on X that Tesla will likely reach the crucial safety threshold to enable this shift within a month or two. While that means at least another month of in-vehicle Safety Monitors, it does provide us with a timeline of what to expect.
As soon as we feel it is safe to do so.
Probably within a month or two. We continue to improve the Tesla AI with each mile driven.
This timeline came in response to a question about Tesla’s plans for the ratio of autonomous vehicles to remote supervisors. The more vehicles that a single human can supervise, the better, especially if that number can be reduced to something drastic, like a 100:1 ratio. A single human operator would be able to manage an entire city of Robotaxis, which will be critical to make the Robotaxi Network turn a profit.
While Tesla works towards that ambitious future, it is also taking immediate steps to improve the current user experience during the Austin pilot program, where 15-minute wait times have become the norm.
Solving for Wait Times
According to Eric E, one of Tesla’s principal engineers on Robotaxi, the current 15-minute wait times are a classic logistics challenge. The supply of vehicles is lower than the current demand for rides. To solve this, there’s a two-pronged solution for Tesla.
First, Tesla is directly increasing supply by hiring more Safety Monitors/Vehicle Operators in Austin, even hosting an on-site hiring event.
We're looking to hire more Vehicle Operators in Austin, TX to accelerate Robotaxi deployment. We will be hosting an onsite hiring event next Thursday. Please consider applying to the official job posting and completing this hiring event form:
Second, Tesla is working to make FSD and the Robotaxi fleet management software faster and smarter. This means they are utilizing the data from the pilot to better orchestrate the fleet by predicting demand and pre-positioning vehicles in prime locations to reduce wait times. After dropping someone off, the vehicle can start traveling to areas of higher demand, even if someone hasn’t booked a ride yet.
Next Up: Remote Supervision
These immediate fixes are all in service of that much larger goal. Scaling the Robotaxi Network isn’t just about having more cars; it’s about increasing the number of vehicles a single human can safely supervise remotely, which is a requirement for Robotaxi to turn a profit.
Elon’s comments give us this timeline. A more flexible and favorable ratio of 3:1 (although still far from the ideal 100:1) is likely to be achieved within a few months.
Tesla is committed to safety, as evidenced by the safety monitors in the vehicle. A single incident could not only tarnish the public’s view of the Robotaxi Network but could also halt Tesla’s operations altogether.
The data gathered from more Robotaxis on the road is crucial to the whole project. Tesla is gathering more data and issuing newer FSD builds specific to the Robotaxi.
As FSD requires less remote oversight per mile driven autonomously, Tesla can safely increase the number of vehicles per remote supervisor, moving the service closer to its ultimate goal.
Tesla has laid out an aggressive roadmap for the Robotaxi Network and its next few phases. We’ll have to wait and see just how this goes over the next few months, and whether they feel comfortable enough to increase the geo-fence and remove safety monitors.
Following the recent news of Grok being almost ready for Tesla vehicles, Elon Musk confirmed on X that the next major step is with Optimus, Tesla’s humanoid Robot. xAI’s advanced Grok models will eventually serve as the voice and brain for Optimus. This will be a convergence of Musk’s two biggest AI ventures — Tesla and xAI.
This will combine a physically humanoid robot - the brawn - with the new brains, Grok. This integration is more than just giving Optimus a voice - it suggests that Tesla is thinking ahead and possibly intends to use Grok to understand the environment around Optimus, while FSD will handle the robot’s movements.
The combination of Optimus and Grok creates a relationship where each component plays to its strengths.
For years, Tesla’s robotics team has been focused on the immense challenge of physical autonomy. Optimus learns complex tasks by observing humans, basically training itself through video by watching humans. This helps Optimus develop the physical dexterity needed to work in the real world. This is the brawn - the ability to navigate, manipulate objects, and perform useful work.
Grok provides the conversational brain. It adds a layer of natural language understanding, reasoning, and interaction. Instead of needing a computer, a specialized app, or pre-programming commands to give Optimus instructions, a user will be able to simply talk to it in a natural way. This makes Optimus infinitely more approachable and useful, especially for tasks in a dynamic environment, such as work or at home.
xAI and Tesla
Viewed from a different perspective, this move isn’t just about upgrading one product. It is the clearest evidence that xAI and Tesla are collaborating together to build a single, unified AI platform. Musk’s biographer, Walter Isaacson, believes Tesla and xAI will merge. Seeing Tesla and xAI both play critical roles in creating Optimus makes us believe that it may very well be the case.
Transformation to a Humanoid Robot
The confirmation of Grok in Optimus is one of the most significant milestones for the project to date. While Optimus’s ability to walk and work (and dance) is already an incredible engineering feat, it has all been physical abilities so far. Adding the ability to interact with Optimus in a human-like way will transform Grok from a machine to a true, general-purpose humanoid robot.
The ability to understand nuanced requests, ask clarifying questions, and respond intelligently is what will ultimately make Optimus a daily fixture in our lives.
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