George Hotz | Special Episode with George Hotz on Software Engineering Daily | comma.ai | AI | ML
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 Published On Dec 30, 2022

Date of the interview 3 Dec 2022.
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Source of this video was provided by Ankur Singh the video was originally uploaded on youtube:
-    • Special Episode with George Hotz  
-    • Special Episode with George Hotz   (bad audio)

Links related to this episode:
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Chapters:
00:00 intro
00:27 who is George
00:39 jailbreak, unlock
01:40 why George left comma.ai
02:05 how to write good software, make good hardware
03:12 end to end approach
06:48 purpose of simulator
07:40 on policy, off policy
09:25 other approaches cruise and waymo
11:25 will comma be a better driving experience then cruise or waymo?
12:25 comma level 5 by end of the decade
13:12 how on track is comma
13:40 benefits or downsides of post install kit
14:50 how can you be so capital efficient?
16:25 how many people work at comma?
16:35 what is next for George, tinygrad?
18:08 how many lines of code has PyTorch, TensorFlow?
18:32 tiny corp and tinygrad focus
18:45 hiring for tiny corp
20:20 companies outside comma paying engineers to work on openpilot
20:50 Ros vs ZMQ vs Protobuf vs capn Proto vs comma custom message q
22:29 ideal sponsorships for tiny corp
23:45 support for different accelerators for tinygrad
24:10 hard things in AI
26:30 how does development process, iteration looks like for AI
28:07 how to test what model is better?
28:40 simulator vs real users testing
29:58 why is good testing so valuable
30:25 AI hardware market
31:50 TPU licensing restrictions
32:45 on-premises training
33:50 training on the edge
35:17 learning on device
36:30 learning user preferences
38:00 what is holding stuff back at the edge
39:35 does language, image models like stable diffusion help with self driving
41:24 what do you need to know to work at comma?
43:20 does age influence stamina?
44:26 what get's people fired at comma?
45:55 future of crypto
48:10 technology in crypto
49:40 twitter and elon thoughts
50:35 spacex, starlink technology
51:15 working at a big company
52:28 good and bad ideas
53:01 John Carmack ideas
53:55 what motivates George
54:40 where to find George

comma.ai links:
How to get a job:
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Knowledge base:
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Check out the code:
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openpilot documentation:
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Is my car supported?
- https://comma.ai/vehicles
Frequently Asked Questions:
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How to setup openpilot:
- https://comma.ai/setup
Comma Secure Shell:
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API Documentation:
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CAN analysis tool:
- https://cabana.comma.ai
Leaderboard:
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comma connect:
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- https://github.com/commaai/connect
Research:
- https://github.com/commaai/comma2k19
- https://github.com/commaai/comma10k
- https://github.com/commaai/research
Challenge:
- https://github.com/commaai/speedchall...
- https://github.com/commaai/calib_chal...

Official George Hotz communication channels:
- https://geohot.com
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- https://tinygrad.org
- https://geohot.github.io/blog
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- https://github.com/geohot
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We hope you enjoy watching George's videos as much as we do.
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