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Designed in America, Built in America.

comma four is $100 off for Independence Day 🇺🇸
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comma retweeted
i taught a tiny 17M param driving model to recover from its own mistakes by letting it practise inside @comma_ai 's world model.

my model drives inside comma's 4B world model, comma's own model labels what it should have done, the student retrains on its own mistakes, DAgger.
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The real world is the only benchmark
At @kaggle bench summit and folks are talking about plugging a llm into a @comma_ai car haha

Physical benchmarks are so back
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We're hiring someone to make content like this full time.

Want the job? Just make a better video than this random one an autonomy engineer made.
lil dashcam drives your car! hands off eyes on!!
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lil dashcam drives your car! hands off eyes on!!
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🚢 openpilot 0.11.2 ships today

A better openpilot, across the board.
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New car support

+ Volkswagen ID.4 2021-25 thanks to DaHansi
+ CUPRA Born 2021-23 thanks to DaHansi
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Read the full release blog post!
blog.comma.ai/0112release/
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The @comma_ai comma 4 has been such a cool piece of tech to stumble upon.
It really does make driving more chill and accomplishes exactly what they intended.

It’s made our monthly road trips between ATX <-> HTX so much more relaxing. I feel way less stressed in our suburb <-> city commuteboys in the back).

I love it on night drives keeping the car perfectly centered when there’s no median between the blinding headlights of oncoming traffic.

During heavy TX rains it still sees lanes and steers confidently.

There’s such a massive helpful community it’s sometimes surprising how there’s still so many people I chat with who don’t realize you can just buy this device, plug it in to most cars, and it kinda just handles 80-90% of your daily driving steering.
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欢迎进行模型蒸馏攻击
custom model trained via openpilot.distill can drive down the road in real life :))

only 50h of real footage plus world model rollouts

pose head is still gaslighting the kalman filter... more work to do
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Is your Corolla hands-free?
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True story. You can just make things in America 🇺🇸
American-made products are not impossible. Stories about iPhones costing $37,000 or laptops costing $100,000 are psy-ops, sometimes pushed by foreign adversaries but more commonly by American corporations that want anything but an upset to the status quo.
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comma retweeted
tiny chestnut.

pretty hardware made by @comma_ai and @__tinygrad__
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come to the openpilot side

NDA = No Download, Actually 🏴‍☠️
Who’s ready to break their NDA and let us film Rivian’s new point-to-point? 🙏🤣
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You can install openpilot on a 2019 corolla, an 8 year old car, and it will stop at stoplights for you.

If @comma_ai didn't exist, old cars would almost certainly never get capability like this. And most people would claim a project like openpilot could never exist.

Many cool se a few people decided it should. You can just do things, and more people should!
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