Tesla uses expensive sensors during training time and distilling that into vision only model. Scaling hardware problems is much harder than software problems. Large amount of human data and expensive sensory data is done for each pre-training and fine-tuning.
Andrej Karpathy Tesla FSD
No Priors Ep. 80 | With Andrej Karpathy from OpenAI and Tesla
Andrej Karpathy joins Sarah and Elad in this week of No Priors. Andrej, who was a founding team member of OpenAI and the former Tesla Autopilot leader, needs no introduction. In this episode, Andrej discusses the evolution of self-driving cars, comparing Tesla's and Waymo’s approaches, and the technical challenges ahead. They also cover Tesla’s Optimus humanoid robot, the bottlenecks of AI development today, and how AI capabilities could be further integrated with human cognition. Andrej shares more about his new mission Eureka Labs and his insights into AI-driven education and what young people should study to prepare for the reality ahead.
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Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @Karpathy
Show Notes:
0:00 Introduction
0:33 Evolution of self-driving cars
2:23 The Tesla vs. Waymo approach to self-driving
6:32 Training Optimus with automotive models
10:26 Reasoning behind the humanoid form factor
13:22 Existing challenges in robotics
16:12 Bottlenecks of AI progress
20:27 Parallels between human cognition and AI models
22:12 Merging human cognition with AI capabilities
27:10 Building high performance small models
30:33 Andrej’s current work in AI-enabled education
36:17 How AI-driven education reshapes knowledge networks and status
41:26 Eureka Labs
42:25 What young people study to prepare for the future
https://www.youtube.com/watch?v=hM_h0UA7upI

FSD12 - important
Tesla starts releasing to employees FSD v12 - a critical update to self-driving effort
Tesla has started releasing to employees its FSD v12 update, which is apparently critical to Tesla’s achieving its self-driving goal....
https://electrek.co/2023/11/24/tesla-releasing-employees-fsd-v12-a-critical-update-self-driving-effort/

How Elon Musk set Tesla on a new course for self-driving
Tesla's latest version of FSD had taught itself how to drive by processing billions of frames of video of how humans do it, Isaacson writes.
https://www.cnbc.com/2023/09/09/ai-for-cars-walter-isaacson-biography-of-elon-musk-excerpt.html

Elon Musk demonstrates Tesla FSD 12 in a live stream on X, not a single line of code is used to build this non-beta version of Autopilot - Tesla Oracle
Tesla CEO Elon Musk shows the capabilities of Tesla Autopilot FSD V12 in a live-stream. How it all works (neural nets, AI, programming) and the video.
https://www.teslaoracle.com/2023/08/27/elon-musk-demonstrates-tesla-fsd-12-no-code-autopilot-ai

Tesla to start offering 'Enhanced Autopilot' for roughly half the cost of FSD
As the features of Tesla's Full Self Driving (FSD) option have improved over time, Tesla has also increased the cost of the package. FSD was priced at $5,000 in April of 2019, and its cost has slowly increased to the current $12,000. The last price increase was in January 2022.
https://www.notateslaapp.com/software-updates/upcoming-features/id/795/tesla-to-start-offering-enhanced-autopilot-for-roughly-half-the-cost-of-fsd

Tesla's 'Full Self-Driving' Beta is now available to everyone in North America
Tesla's "Full Self-Driving" Beta, which has been gradually rolling out over the past couple of years, is now available to anyone who's paid for the feature in North America, CEO Elon Musk has announced. "Tesla Full Self-Driving Beta is now available to anyone in North America who requests it from the car screen," Musk tweeted, "assuming you have bought this option."
https://www.theverge.com/2022/11/24/23476570/teslas-full-self-driving-beta-release-north-america-safety-score
Elon Mode
Tesla's Hidden 'Elon Mode' Unveiled: A Sneak Peek into the Future of FSD [Video]
Explore the mystery of Tesla's hidden 'Elon Mode' discovered by well-known Tesla hacker, @GreenTheOnly, and his intriguing journey on Full Self-Driving (FSD) Be
https://www.notateslaapp.com/software-updates/upcoming-features/id/1485/tesla-s-hidden-elon-mode-unveiled-a-sneak-peek-into-the-future-of-fsd-video
![Tesla's Hidden 'Elon Mode' Unveiled: A Sneak Peek into the Future of FSD [Video]](https://www.notion.so/image/https%3A%2F%2Fwww.notateslaapp.com%2Fimages%2Fnews%2F2022%2Ffsd-beta-inside.jpg?table=block&id=0f4b01a9-c78a-407d-9018-ab0eed434fd4&cache=v2)
License
Tesla in discussion to license Full Self-Driving software to another automaker
Musk did not name the other company.
https://www.theverge.com/2023/7/19/23800972/tesla-fsd-license-car-company-driver-assist

Seonglae Cho
