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Yun-Ta Tsai Profile
Yun-Ta Tsai

@YunTaTsai1

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Sr. Staff Engineer @Tesla_AI

Earth
Joined October 2022
Don't wanna be here? Send us removal request.
@YunTaTsai1
Yun-Ta Tsai
4 months
So many PhDs tried to simulate this in their entire lives, now you could see it real. Incredible.
@elonmusk
Elon Musk
4 months
Starship reentering like a meteor
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@YunTaTsai1
Yun-Ta Tsai
10 months
This is the reason why I work here 👇 To meaningfully move the needle of Climate Change while bringing prosperity, not chanting some slogans and demanding human sacrifice. Elon was also kind when my daughter asked me to share her drawing to him.
@philduan
Phil Duan
10 months
The underlying message is profound. Caring about the reality of goodness, not the perception of it. We are reminded regularly working at @Tesla
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@YunTaTsai1
Yun-Ta Tsai
4 months
Yann, you have crossed the line. 🖕 I may die young, but I have contributed something great.
@ylecun
Yann LeCun
4 months
@arithmoquine Elon won't die bitter and forgotten. But many engineers and scientists working for him might.
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@YunTaTsai1
Yun-Ta Tsai
5 months
Having a dinner with friends who work at other self driving companies, I am the only one arrived there with self driving. 😆
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@YunTaTsai1
Yun-Ta Tsai
8 months
@somi_teslagirl @elonmusk The new improvement should go out soon.
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@YunTaTsai1
Yun-Ta Tsai
1 year
We actually trained on higher bit-depth (aka, photon count) videos than 8-bit and that’s the magic. But we went through a lot of pain to make it scalable for millions of cars and robots without overloading the entire stack, with many excellent engineers and teams to make this
@elonmusk
Elon Musk
1 year
@Scobleizer An accurate assessment. What is also mindblowing is that the inference compute power needed for 8 cameras running at 36FPS is only about 100W on the Tesla-designed AI computer. This puny amount of power is enough to achieve superhuman driving! It makes a big difference that we
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@YunTaTsai1
Yun-Ta Tsai
1 month
@historyinmemes Maybe we could tax Trevor based on his future unpaid shows next 10 years and see how it works out.
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@YunTaTsai1
Yun-Ta Tsai
10 months
A lot of teams at Tesla working tirelessly to get Holiday Release rolling out smoothly. Please give them a hug.
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@YunTaTsai1
Yun-Ta Tsai
4 months
@fawwest This picture tells you how the hot gas going through protected and unprotected area. How the gas interacts with different types of surfaces. It packed a lot of information. It’s similar to control plasma flow in a nuclear fusion reactor but this time at re-entry. You could
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@YunTaTsai1
Yun-Ta Tsai
13 days
Starlink probably helps developing countries than all the NGOs combined. It delivers the power of knowledge directly and cheaply to the people in need w/o bureaucracy taking the cut.
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@YunTaTsai1
Yun-Ta Tsai
6 months
It is rare to see a CEO not to speak about profits & revenue at company update, but a dream that he may not be able to see alive. And you know he is sincere. May this candle never go out.
@SpaceX
SpaceX
6 months
At Starbase, @ElonMusk provided an update on the company’s plans to send humanity to Mars, the best destination to begin making life multiplanetary
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@YunTaTsai1
Yun-Ta Tsai
4 months
@SawyerMerritt @elonmusk Unsurprisingly government bureaucrats thinks entrepreneurs should work for free while paying all the taxes.
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@YunTaTsai1
Yun-Ta Tsai
5 months
This afternoon after finished the homework, my kid asked me if she could continue to do the Arduino project last week. I said, “sure, but you need to help daddy assemble everything.” I handed over the box with components. Step-by-step, I asked her to lay down each component on
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@YunTaTsai1
Yun-Ta Tsai
3 months
Foundation vibe. Where X is the Foundation, and the Western Civilization is the Galactic Empire. From here you could observe the chaos of the world you live as if from another planet. On the other hand many great thinkers here are ready to rebuild, making technological
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@YunTaTsai1
Yun-Ta Tsai
9 months
My wife has been waiting for this. 😃 It rides like a cloud.
@Tesla
Tesla
9 months
Upgraded Model 3 is now available in North America →
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@YunTaTsai1
Yun-Ta Tsai
5 months
Let us be who we are, and let us continue to push the boundary of innovation.
@Tesla
Tesla
5 months
We have put forward two especially important proposals for our Annual Meeting of Stockholders—and we need your vote. Protect your rights as stockholders & protect the value of your investment by voting FOR the ratification of the 2018 CEO Performance Award & FOR Reincorporating
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@YunTaTsai1
Yun-Ta Tsai
2 months
Taking my kid to see the cool factory before the school starts.
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@YunTaTsai1
Yun-Ta Tsai
9 months
I still remembered my first time going to the show room at Palo Alto to sit in OG Model 3. Woah, that felt like a future, and secretly hoping that I would own one someday and work for this company. Then on my first year at Tesla, many old employees told me the legendary stories
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@YunTaTsai1
Yun-Ta Tsai
9 months
@ryanjaycowan Yes we do. Not perfect yet, since feedback can have noise. One person’s preference may not be for the other’s. But end-to-end makes it easier to adopt human feedback, that’s why it took awhile to rewrite. Thanks for the patience.
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@YunTaTsai1
Yun-Ta Tsai
29 days
I am also a happy customer to make the best products for my family.
@Tesla_AI
Tesla AI
29 days
Due to popular demand, Tesla AI team release roadmap: September 2024 - v12.5.2 with ~3x improved miles between necessary interventions - v12.5.2 on AI3 computer (unified models for AI3 and AI4) - Actually Smart Summon - Cybertruck Autopark 📐 - Eye-tracking with sunglasses 🕶️ -
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@YunTaTsai1
Yun-Ta Tsai
10 months
Once in a while you saw a cool video like this after long work day reminding yourself you are in the arena.
@Tesla_Optimus
Tesla Optimus
10 months
There’s a new bot in town 🤖 Check this out (until the very end)!
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@YunTaTsai1
Yun-Ta Tsai
6 months
@patriciamou_ Pretty much the same in Korea, Japan, Singapore, Malaysia, Thailand and Taiwan. Most of East Asia.
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@YunTaTsai1
Yun-Ta Tsai
1 year
Three years at @Tesla , all begins with one email with @karpathy . Forever grateful for the opportunity. I started my first day right after I quit Google. No gap (never had stopped working one day when changing jobs in my life. Maybe I was a fool). Keep marching.
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@YunTaTsai1
Yun-Ta Tsai
6 months
Kind of surreal people kept sharing their FSD v12 road trip experience to my wife during the spring break week. Then my wife finally asked me today, “Aren’t you working on Autopilot? When are you going to take us to a road trip?!”
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@YunTaTsai1
Yun-Ta Tsai
6 months
🥹
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@YunTaTsai1
Yun-Ta Tsai
10 months
Our ML system is unique because it inferences from the real world. As a ML engineer, our team also dives deeply into manufacturing, wiring, camera housing, sensors, coating and electromagnetic field and how they have to work together in real world — through system software. If
@Tesla_AI
Tesla AI
10 months
Tesla AI is building next-generation autonomy on a single foundation video network that directly drives the car Join the team and build state-of-the-art end-to-end models using massive fleet data on one of the world's largest training clusters
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@YunTaTsai1
Yun-Ta Tsai
8 months
Always dream about the Falcon Wing door when it first came out but I had no money. Then secretly I have decided this would be my dream car. 10 years after I finally own one.
@Tesla_Asia
Tesla Asia
8 months
The Model X's signature Falcon Wing rear doors make loading and unloading a breeze, while its Yoke steering offers better feel and an unobstructed view of the road ahead.
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@YunTaTsai1
Yun-Ta Tsai
11 months
I had read every comment from all the aerospace experts that claimed the new design wasn’t possible, especially after the first launch. Yet it works. Huge respect to the teams. Taking hard road is not easy, and sometimes it’s easier to give up. It inspires me to work harder.
@elonmusk
Elon Musk
11 months
Just inspected the Starship launch pad and it is in great condition! No refurbishment needed to the water-cooled steel plate for next launch. Congrats to @Spacex team & contractors for engineering & building such a robust system so rapidly!
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@YunTaTsai1
Yun-Ta Tsai
9 months
@RemiCadene Good luck. Thanks for coming over to my desk to say goodbye. Best wishes!
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@YunTaTsai1
Yun-Ta Tsai
2 months
To reflect upon my 15th year of research career journey, what strikes differences of @Tesla_AI vs other AI orgs is that every single one of us have direct exposed how different models performed, not just some the benchmark suites, but actually experienced it in the real world.
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@YunTaTsai1
Yun-Ta Tsai
4 months
As a person who has worked on camera systems & electro-magnetic shielding, this view is insanely crazy. Look at how good the SNR is!
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@YunTaTsai1
Yun-Ta Tsai
6 months
Thanks for letting me play small part of the teams from 0 to 1B FSD miles.
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@YunTaTsai1
Yun-Ta Tsai
23 days
Cant think of any other company more vertically integrated than SpaceX, physically and metaphorically. They literally have employees flying in space right now.
@TurkeyBeaver
Kiko Dontchev
23 days
Our first SpaceX astronauts… so incredibly proud of these two and honored to work with them.
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@YunTaTsai1
Yun-Ta Tsai
2 months
Nothing cheers you more than your friends texted you, “woah, the software update is great.” Kudos to the teams.
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@YunTaTsai1
Yun-Ta Tsai
30 days
My kid loves CyberTruck so much that she is trying to convince my wife to allow me to get one. 😆
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@YunTaTsai1
Yun-Ta Tsai
5 months
Interesting, NVIDIA is having a hiring freeze.
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@YunTaTsai1
Yun-Ta Tsai
8 months
@a_meta4 @nadeesha99 @tim_zaman Unfortunately no. But we have user intervention (whenever you changed the wiper setting from AUTO to anything else or single tap wipe) metrics per region and deployed QAs to those regions for the new build, actively sourcing high gradient data. The new end-to-end paradigm
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@YunTaTsai1
Yun-Ta Tsai
4 months
Imagine every time people making some improvement and tagging other CEO’s handle: “Look, we made a new alloy for casting without heat treatment.” “Oh, we also did a bit chemistry optimization to improve energy density.” “Btw, here is how we cut down runtime by 10x.” “We built
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@YunTaTsai1
Yun-Ta Tsai
1 month
I vividly remembered a few years back, a bunch of neurologists told me it was impossible to achieve higher resolution than the Utah array, and now we have two patients with implants. Kudos to the team stick around and make it work.
@neuralink
Neuralink
1 month
Early progress with our second participant
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@YunTaTsai1
Yun-Ta Tsai
9 months
Having traveled to various part of the world, US is the only place where I am being treated as American more than Taiwanese treated me as Taiwanese. Happy to call this place home and continue to contribute my talent.
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@YunTaTsai1
Yun-Ta Tsai
6 months
Many engineering managers from FAANG I know are brushing up their coding skills for technical interviews in order to ride the next AI / robotics wave. For many years I have resisted my family pressure to become a manager that remotes from technical skills. But for Asian
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@YunTaTsai1
Yun-Ta Tsai
4 months
Making a better world via engineering, not virtue signaling.
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@YunTaTsai1
Yun-Ta Tsai
4 months
The SpaceX’s achievements is a breath of fresh air between tidal waves of AI hypes.
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@YunTaTsai1
Yun-Ta Tsai
3 months
Thanks for all the hard working colleagues. 🫡
@ID_AA_Carmack
John Carmack
3 months
Tesla full self driving has made significant strides in the last year, and I am feeling very confident about this bet. I have made multiple two hour drives without touching the wheel. I wouldn’t have wanted the task of leading a self driving effort for a couple reasons: There
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@YunTaTsai1
Yun-Ta Tsai
9 months
@shawncarelli We have identified the issue. Already fixed in the next update. It was a CAN message sent WIPER_SPEED_INVALID when parked (because the network stopped running) but because legacy S is based on Mercedes columns so it is actually map to signal wipe. Sorry about this.
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@YunTaTsai1
Yun-Ta Tsai
5 months
When the media spread the hate and lie of Tesla, they honestly do not care about the workers. They actually endanger them. We had seen that in Giga Berlin.
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@YunTaTsai1
Yun-Ta Tsai
4 months
@karpathy @StartupArchive_ 🙌 Appreciate my boss let me roam around to find interesting problems to fix across the stack (literally from factory all the way to PyTorch). All I need is talk to him next to me and say, “I want to do this.” He nodded and that’s it. 10s, done. Feel empowered and happy. Also
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@YunTaTsai1
Yun-Ta Tsai
5 months
The paint on the roaster is actually cosmic harden to sustain extreme heat, cold and radiation so the color would not fade or bubble rapidly in space. Very cool.
@elonmusk
Elon Musk
5 months
Maiden launch of Falcon Heavy, the most powerful operational rocket on Earth, with the first dual rocket landing
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@YunTaTsai1
Yun-Ta Tsai
6 months
I enjoy carrying my laptop around sitting next to various teams just to write codes together for a few hours. Then when one problem is solved, I checked my DM and see which team need my attention, walking to the next aisle working a few hours together again. Rinse and repeat
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@YunTaTsai1
Yun-Ta Tsai
9 months
Very disappointing & major transformation of a nonprofit company that was promoting humanity. This is my major concern of OpenAI. Yes, it’s trying to solve AGI, but for what purpose? It’s always a mystery to me. It was for peace but that language is not guaranteed anymore.
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@YunTaTsai1
Yun-Ta Tsai
8 months
Most people have not lived in authoritarian regimes and did not realize the line between a functional democracy and authoritarian one is incredibly thin. There was a period of time, a lot of Eastern Asia countries were ruled by a single supreme party. But you have: - Local
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@YunTaTsai1
Yun-Ta Tsai
5 months
Commute is no longer a torture, but relax on my favorite seat.
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@YunTaTsai1
Yun-Ta Tsai
3 months
Sometimes the best thing happens when you accidentally left the training job for a lot longer.
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@YunTaTsai1
Yun-Ta Tsai
4 months
Congratulations SpaceX team on expanding the human frontier.
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@YunTaTsai1
Yun-Ta Tsai
4 months
Interns make me humble. Seeing them go from zero understanding of a problem to become an expert in the field is very refreshing. It also makes me firmly believe that to effectively being an expert is to solve a real problem yourself instead of getting some credentials.
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@YunTaTsai1
Yun-Ta Tsai
4 months
God Speed 🍀 to my brothers & sisters at SpaceX.
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@YunTaTsai1
Yun-Ta Tsai
7 months
When running into other E’s companies colleagues, my first reaction is high five and screaming, “you build cool shit!”
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@YunTaTsai1
Yun-Ta Tsai
5 months
Last night my wife asked me my opinions on the AI trend, I just realized most people thinks generative AIs are closer to AGIs than, say, Autopilot — where fundamentally it is in reverse.
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@YunTaTsai1
Yun-Ta Tsai
4 months
@elonmusk Congratulation.
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@YunTaTsai1
Yun-Ta Tsai
5 months
If the data is the 👑, then we might want to change how we value a social media company. Imo, the real test is if you could easily replace one site’s content with AI generative ones. The one that cannot be replaced with generative bots will be the most valuable. Then you could
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@YunTaTsai1
Yun-Ta Tsai
4 months
Alright, time to work. Engaging autopilot.
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@YunTaTsai1
Yun-Ta Tsai
5 months
I was telling my wife the other day, Tesla Start Program is probably a much better school than Ivy League. I do not mind sending my kid there to learn how to build robots. Seems age well.
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@YunTaTsai1
Yun-Ta Tsai
10 months
Drove 10 hours on a road trip. Thanks autopilot for saving the mental load. 🙏
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@YunTaTsai1
Yun-Ta Tsai
5 months
Interesting, Google never streamed live on @X before. This place has become a machine learning arena. Good luck!
@GoogleDeepMind
Google DeepMind
5 months
Get ready for #GoogleIO tomorrow - May 14 at 10am PT, streaming live right here on @X . See you there. 👋
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@YunTaTsai1
Yun-Ta Tsai
3 months
The bill to stop parents being informed is signed, and yet the bill to inform citizens how tax money was spent is vetoed.
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@YunTaTsai1
Yun-Ta Tsai
10 months
Failure belongs to me, success belongs to the team. Thank you teams, without you I cannot perform my 🪄.
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@YunTaTsai1
Yun-Ta Tsai
2 months
In the world of engineering, it’s very hard to tick three boxes at once. This engine is one of the rare exceptions: more thrust, less mess and fewer parts.
@SpaceX
SpaceX
2 months
Raptor 3 (sea level variant) Thrust: 280tf Specific impulse: 350s Engine mass: 1525kg Engine + vehicle-side commodities and hardware mass : 1720kg
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@YunTaTsai1
Yun-Ta Tsai
2 months
Good engineers fix a problem. Better engineers solve a problem. The best engineers anticipate a problem.
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@YunTaTsai1
Yun-Ta Tsai
3 months
I know how I am going to spend an hour this weekend. 😆
@Erdayastronaut
Everyday Astronaut
3 months
Join @elonmusk for a tour inside @SpaceX 's Starbase and the brand new Starfactory. This video was shot the day before Flight 4, on June 5th, 2024. Part 2 comes out next week!
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@YunTaTsai1
Yun-Ta Tsai
10 months
Daughter: “Am I a girl?” Me: “Yes, why?” Daughter: “Because of I don’t like Barbie. I like Cybertruck.” Me: “I know lots of my colleagues like Cybertruck, and they are girls.”
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@YunTaTsai1
Yun-Ta Tsai
6 months
Hard not to appreciate the car takes me safely home after suddenly feeling ill.
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@YunTaTsai1
Yun-Ta Tsai
22 days
Congrats @SpaceX for the first commercial space walk. You inspire many of us working harder to bring miracles to the world.
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@YunTaTsai1
Yun-Ta Tsai
6 months
@julianibarz We spend a lot of time on getting the photon right.
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@YunTaTsai1
Yun-Ta Tsai
6 months
Very fitting piano piece. That’s how I feel working under E, contributing my little part for the humanity. Stock up or down, who cares. The money doesn’t come with me when I die, but our legacy will remain and pass down for generations to come. 🖖
@Yasin__Shafiei
Yasin Shafiei
6 months
Exactly one year ago, Starship lifted off for the first time. Here is a piano piece I performed for Starship Flight 1. @elonmusk @SpaceX
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@YunTaTsai1
Yun-Ta Tsai
3 months
Our guide today compared Elon with Michelangelo when she mentioned the painting in Sistine Chapel.
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@YunTaTsai1
Yun-Ta Tsai
1 year
Happy to see a lot of happy customers. That’s what keeps us going.
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@YunTaTsai1
Yun-Ta Tsai
1 year
@FradetRon @WholeMarsBlog @on_tesla Maybe. But it’s network jobs to condense information — and with convolution based network it should scale with resolution. Google Photos does not have a network for 1 MPix images, or 5 MPix images. They have the same model regardless of your input images (eg: Portrait Mode
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@YunTaTsai1
Yun-Ta Tsai
7 months
When Noland’s Dad was playing Mario car with Noland, I cried a little. I also played the game with my daughter tonight. That connection is hard to describe. I can also understand how it feels that when you can “feel” to move your index finger but actually can’t. GBS is
@ModdedQuad
Noland Arbaugh
7 months
Neuralink was kind enough to open their doors for me to tour their headquarters a few weeks back. It was an amazing experience and a day I'll never forget. This was at a company wide meeting at the end of the day. Thank you to everyone who made this possible. Hope y'all enjoy!
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@YunTaTsai1
Yun-Ta Tsai
2 months
I am sad my wife paid someone a thousand dollar to teach her AI while I can offer for free. But it’s probably best for our marriage. 😆
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@YunTaTsai1
Yun-Ta Tsai
1 year
The best skills both my wife and I found to teach our kid is how to read. Once she can single word, I started to introduce books with simple text but a lot of pictures (because kid’s 🧠 is like text-to-image generator so it does need to accumulate some training data), then
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@YunTaTsai1
Yun-Ta Tsai
1 year
Congratulations Camera & System team!
@Tesla
Tesla
1 year
Improved camera quality now rolling out via over-the-air update!
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@YunTaTsai1
Yun-Ta Tsai
9 months
Tesla Gigafactory feels more Tomorrow Land than the Tomorrow Land.
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@YunTaTsai1
Yun-Ta Tsai
1 year
Everyday I am humbled by how many different tasks that our engineers can handle. Most of them were handed a task first time that never been done in their lives or completely outside their originated expertises, then they went very deep as if they have been in this field for
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@YunTaTsai1
Yun-Ta Tsai
1 month
Our Iranian neighbors seem to cherish their hard earned freedom than Americans who were born with it. Every year they reminded their kids freedom was not taking for granted and once a great country was lost. At the same time, I have Americans graduated from Stanford arguing
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@YunTaTsai1
Yun-Ta Tsai
4 months
There are many people from big companies dusting up their resumes to join the AI trains. After reading many resumes, my 2 cents: - Most people like to put “lead” as the first thing in the sentence to show their leadership, but it needs to back up with specific example. After
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@YunTaTsai1
Yun-Ta Tsai
4 months
@ashleevance I am 💯 sure Elon would wipe the floor on orbital mechanic & material science.
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@YunTaTsai1
Yun-Ta Tsai
9 months
Congrats the teams!
@Tesla
Tesla
9 months
In Q4, we produced approximately 495k vehicles & delivered over 484k vehicles. Full year 2023 Deliveries: 1.81 million (+38% YoY) Production: 1.85 million (+ 35% YoY) Our Q4 Earnings Call will be streamed live on X on January 24 at 4:30pm CT →
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@YunTaTsai1
Yun-Ta Tsai
5 months
Sometimes I recalled the conversation I had with a startup CTO many years ago, he almost convinced me to join. He showered me with his knowledge on non-spherical lens with injection molding, and how he had toured the factory from one of the Chinese vendors. I was very
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@YunTaTsai1
Yun-Ta Tsai
5 months
Some people make money by solving the climate change, and some people by grifting it. We are not the same.
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@YunTaTsai1
Yun-Ta Tsai
3 months
Starship changes their designs faster than some AI startups changes their network architectures, and launches faster than their model updates. Insane! 😆 “My wielders are faster than your H100 performing hyper-parameter search.”
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@YunTaTsai1
Yun-Ta Tsai
6 months
@karpathy It shows you how much fat between PyTorch & the metal. 🙂
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@YunTaTsai1
Yun-Ta Tsai
4 months
You can feel the trend of training data war is heating up, like Adobe modified their ToS to allow them to train all private works being synced to their cloud while being a paid customer (those storage is not cheap either). And you know every single touch of post processing is
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@YunTaTsai1
Yun-Ta Tsai
6 months
Pretty close!
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@YunTaTsai1
Yun-Ta Tsai
4 months
AI on Robotics and AI for Internet (or software applications) are two distinct problems. The web application is optimized for bulk requests. The requests are being batched and sharded. A few milliseconds late won’t harm. The robotics is streaming and has to balance between
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@YunTaTsai1
Yun-Ta Tsai
2 months
Saw a CyberTruck drive into my neighborhood. I first thought who got the new truck, turning out it was a landscape service.
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Yun-Ta Tsai
4 months
When the Internet is saturated with generative content, the organic data will be much more valuable than GPUs.
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@YunTaTsai1
Yun-Ta Tsai
2 months
During the FaceTime, I reminded my mom not to let my kid eat too much sugar at her place. She said, “You have to trust me. I am your mom.” Then I saw my kid holding a big bowl of Mocha ice cream passing by …
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@YunTaTsai1
Yun-Ta Tsai
6 months
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@YunTaTsai1
Yun-Ta Tsai
2 months
We have Nobel Prize and Turing Award recipients do not know how economics nor free speech works. Fascinating.
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@YunTaTsai1
Yun-Ta Tsai
7 months
God bless SpaceX
@SpaceX
SpaceX
7 months
Ship in space
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