Full video of the ICCV '25 presentation

@aelluswamy @SawyerMerritt @grok what’s the tldr?

@aelluswamy Ashoks Autonomy Approach: keep it level 2 so the human driver gets credit for driving and saving themselves during an active FSD session. Don’t have a plan for level 3 or higher.

@aelluswamy but just why tf Waymo still using LiDAR ??

@aelluswamy Is the reasoning model using signs yet? Also, can you add vehicle occupancy as a variable to the model so it can just use HOV or not automatically? 😆

@aelluswamy Has it occured to you that no safety is addressed under the title "Interpretability and safety guarantees"? It's just not it your culture, is it

@aelluswamy The exponential curve for Tesla FSD has the very real potential to do the same for Tesla in its entirety. FSD is the platform that enables a killer app for every personality. Tesla's SuperCharging Network. FSD enables Robo-Taxi then CyberCab followed by Optimus. All this while

@aelluswamy To my opinion implementing the E2E neural network approach with 3D multi-sensor fusion in the FSD chip would have been significantly simpler. Furthermore, the occupancy network for generating a virtual 3D image would likely have been practically unnecessary. 😎

@aelluswamy Inference output is applied at what frequency?

@aelluswamy @elonmusk Oh yeah this guy. I thought he made a deal at the beginning.

@aelluswamy can we please get a basic Autopilot that works with the end-to-end software? combined with FSD day passes this would increase adoption and would safe a lot of lifes for people that just don’t drive much 🙏🏼

@aelluswamy Can fsd understand why did the chicken cross the road?😂

@aelluswamy Amazing read

@aelluswamy Great! Why not change the Tesla car sales model...no selling. Instead, people can pick up for a month, a year or X years for a monthly fee (or, pay upfront and save). It includes everything...from FSD to insurance.

@aelluswamy wondering if you see shipping in a nation-wide underground and regular cars as low hovering - would drastically decrease road repairs, possible grant request for research - patent idea tho now that i posted.

@aelluswamy Can we get some details on what it takes to scale down FSD 14 to run on HW3?

@aelluswamy I recently updated to FSD 14.1.3 and now there is a glitch with Grok in my car. When I long press the button to activate Grok, the mute button automatically turns on and will not let me interact with Grok. Is this a known issue? Sort of a let down since I had just began

@aelluswamy we are in the endgame now. 🤟

@aelluswamy Thank´s for everything you do Ashok!!🫶

@aelluswamy Can't solve dimensional data chaos with data. SBOL solves every Tesla challenge, from bias drift to model overload; maps directly to an SBOL advantage. Where data floods & models guess SBOL channels it & guides. SBOL — Dynamic Guidance for AI, Automation, and Autonomy & no Fear.

@aelluswamy Can't solve dimensional data chaos with data. SBOL solves every Tesla challenge, from bias drift to model overload; maps directly to an SBOL advantage. Where data floods & models guess SBOL channels it & guides. SBOL — Dynamic Guidance for AI, Automation, and Autonomy & no Fear.

@aelluswamy So basically slowing AI down so humans can feel comfortably in control.

@aelluswamy @herbertong Mark

@aelluswamy Very impressive. However, for Tesla owners in most of the rest of the world, can you please fix basic autopilot so it works in a usable manner and not as the staccato poor performing autopilot it currently is. That would encourage a lot of Tesla drivers around the world who

@aelluswamy Your CEO also is quite a liar "push the advanced button and you get FSD 14". Which I guess means you get it at sometime, which you would get even if you didn't push the stupid button that literally does nothing.

@aelluswamy Elon musk is a pedo. ?

@aelluswamy @grok rate the challenge of solving autonomous driving alongside other challenges solved in the past to advance humanity. Define the baseline with what you perceive as the hardest ever challenge and then rank against it.

@aelluswamy This is why I've invested in Tesla. Thanks for sharing.

@aelluswamy @elonmusk When vision meets courage, transformation begins.

@aelluswamy The neural network needs to learn the correct causal mapping that reduces these 2 billion tokens down to 2 tokens, the next steering and acceleration of the vehicle. 🤯 $TSLA

@aelluswamy Why you teaching competitors how to improve their model ???? Why ?????

@aelluswamy Amazing work and insights . Congratulations.

@aelluswamy @elonmusk Amazing and interesting? Question: I some countries people drive like absolute madmen. Qatar is one of the worst with deadly accidents every day. How will end-to-end FSD avoid learning how to drive like the average Qatari?

@aelluswamy Barriers at the entrance and exit of parking decks need to be looked at

@aelluswamy Mad max mode ! Ftw

@aelluswamy This is excellent and a eye opener for naysayers..