Wojciech Zaremba @woj_zaremba Twitter profile

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Wojciech Zaremba

@woj_zaremba

3 years

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Wojciech Zaremba

@woj_zaremba

6 months

I think the OpenAI board should resign

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@woj_zaremba

5 years

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Wojciech Zaremba

@woj_zaremba

1 year

I love it!

GitHub - f/awesome-chatgpt-prompts: This repo includes ChatGPT prompt curation to use ChatGPT...

This repo includes ChatGPT prompt curation to use ChatGPT better. - f/awesome-chatgpt-prompts

github.com

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Wojciech Zaremba

@woj_zaremba

2 years

Images generated by AI from OpenAI "A bowl of soup that is a portal to another dimension as digital art" #dalle

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@woj_zaremba

3 years

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Wojciech Zaremba

@woj_zaremba

6 months

@ilyasut People make mistakes. You will stay my friend.

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Wojciech Zaremba

@woj_zaremba

6 months

it's been sad for me to see @sama and @gdb go. I love and respect them much. Despite all of these the mission of the OpenAI is bigger than any of us and stays the same - build safe AGI to benefit humanity. ❤️

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Wojciech Zaremba

@woj_zaremba

1 year

Many might not know. @johnschulman2 is the main person driving ChatGPT, and I would like to congratulate him and the team! Worth to follow.

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Wojciech Zaremba

@woj_zaremba

5 years

I am a believer in Tesla’s approach to self-driving cars. They use data from their 0.5M cars. Such data should be enough to cover every possible case. This approach has to work. Good luck @elonmusk and @karpathy .

Tesla Autonomy Day

Tesla Autonomy Day is on Mon, April 22nd – watch the event livestream @11am PDT

www.youtube.com

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Wojciech Zaremba

@woj_zaremba

6 months

OpenAI is nothing without its people. 😢 So sad.

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Wojciech Zaremba

@woj_zaremba

2 years

Everything is math.

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Wojciech Zaremba

@woj_zaremba

2 years

Sleep is backpropagation. Be smart, and respect your sleep.

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Wojciech Zaremba

@woj_zaremba

2 years

DALL-e keeps me awake input "hanging gardens of Babylon in the middle of a city in the style of Dali"

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Wojciech Zaremba

@woj_zaremba

2 years

I hear people say that OpenAI feels like early times at Google. Excellent engineering, deep camaraderie, and big mission.

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Wojciech Zaremba

@woj_zaremba

6 months

❤️

Sam Altman

@sama

6 months

i love the openai team so much

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Wojciech Zaremba

@woj_zaremba

1 year

The world needs more AI alignment scientists. I encourage you to consider making this your career focus. You can start by pursuing a PhD, joining an AI company, or reimplementing existing papers. 🙏

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Wojciech Zaremba

@woj_zaremba

1 year

Civilization altering technologies tend to scare many people. Consider electric current - an invisible force that can kill a human on the spot, demonstrated to kill an elephant. Are you willing to have it embedded in your house walls, next to your children?

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Wojciech Zaremba

@woj_zaremba

1 year

I am extremely proud of what the hundreds of extremely talented, hardworking, caring people at OpenAI have built. Welcome GPT-4 to the world! We are happy to have you here. You will entertain us, bring us tears, make us laugh, and help us. Thank you.

GPT-4

We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less...

openai.com

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Wojciech Zaremba

@woj_zaremba

5 years

I am a simple man - I like to train big neural networks on giant computers.

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Wojciech Zaremba

@woj_zaremba

6 months

Perhaps my future kids won't ever learn to type on a keyboard. Keyboards will become as obsolete as typewriters, and only hipsters will use them.

OpenAI

@OpenAI

6 months

ChatGPT with voice is now available to all free users. Download the app on your phone and tap the headphones icon to start a conversation. Sound on 🔊

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Wojciech Zaremba

@woj_zaremba

4 years

We are releasing a powerful API to create chatbots, translate between languages, perform a semantic search, and summarize documents. Enjoy! ❤️

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Wojciech Zaremba

@woj_zaremba

5 years

I'm honored to be selected as one of this year's MIT Tech Review 35 Innovators Under 35! This is really thanks to the collective effort and achievement of my co-workers and I thank them for this. I love all of you and thank you for hanging out with me.

Wojciech Zaremba

Wojciech Zaremba led a team that used machine learning to train a robot hand to teach itself to pick up a toy block in different environments. The robot was tasked with figuring out on its own how to...

www.technologyreview.com

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Wojciech Zaremba

@woj_zaremba

6 months

Yeeeeees ❤️❤️❤️❤️❤️❤️❤️❤️ Thank you

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Wojciech Zaremba

@woj_zaremba

2 months

I deeply respect @elonmusk , and I love @sama . It’s sad to see an unnecessary fight. It would be so much better to put your creative energy into building the future you dream of over a quarrel. May you (both) be happy and find peace ❤️.

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Wojciech Zaremba

@woj_zaremba

1 year

In research, you cannot control the output; you can only control the input.

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Wojciech Zaremba

@woj_zaremba

2 years

I wonder when AI will invent a new concept. Something on the level of Galileo's invention of acceleration, Einstein's invention of space-time, or Micheal Jackson's invention of a moonwalk.

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Wojciech Zaremba

@woj_zaremba

4 years

OpenAI + PyTorch = ❤

OpenAI standardizes on PyTorch

We are standardizing OpenAI’s deep learning framework on PyTorch.

openai.com

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Wojciech Zaremba

@woj_zaremba

3 years

AI, please give me an emoji of a baby penguin wearing a blue hat, red gloves, green shirt, and yellow pants

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Wojciech Zaremba

@woj_zaremba

3 years

suffering = expectation - reality also known as advantage function in RL

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Wojciech Zaremba

@woj_zaremba

2 years

We don't say at OpenAI that something doesn't work. Instead, we say the thing doesn't work yet.

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Wojciech Zaremba

@woj_zaremba

1 year

AI will become a utility the way water, current, and the internet are.

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Wojciech Zaremba

@woj_zaremba

2 years

AI solves two problems from International Math Olympiad 🤯

Solving (some) formal math olympiad problems

We built a neural theorem prover for Lean that learned to solve a variety of challenging high-school olympiad problems, including problems from the AMC12 and AIME competitions, as well as two...

openai.com

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Wojciech Zaremba

@woj_zaremba

1 year

The more advanced AI becomes the shorter is the gap between inspiration and automation.

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Wojciech Zaremba

@woj_zaremba

5 years

OpenAI gym

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Wojciech Zaremba

@woj_zaremba

5 years

A neat debug trick for neural nets: inject NaNs to some parts of the network and verify that they have propagated to the all dependent nodes but not further.

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Wojciech Zaremba

@woj_zaremba

6 months

❤️

Ilya Sutskever

@ilyasut

6 months

I deeply regret my participation in the board's actions. I never intended to harm OpenAI. I love everything we've built together and I will do everything I can to reunite the company.

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Wojciech Zaremba

@woj_zaremba

1 year

wild generalization of GPT-4

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Wojciech Zaremba

@woj_zaremba

1 year

ChatGPT is out in research preview! It is optimized for dialogue and is ready to have a conversation. Don't be shy--give it a try and help us make it better!

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Wojciech Zaremba

@woj_zaremba

6 months

🥹

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Wojciech Zaremba

@woj_zaremba

2 years

AI that codes won't only increase the productivity of engineers. It will define a new interface to interact with computers. AI will convert human speech to code that acts in the world.

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Wojciech Zaremba

@woj_zaremba

3 years

We are releasing a suite of robotics environments. Enjoy!

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Wojciech Zaremba

@woj_zaremba

6 years

I feel sad when I hear how people downplay role of engineering (very not true at OpenAI). AI wouldn't be where we are without engineering effort to: a) run imagenet on GPU, b) implement seq2seq, c) design GPU/TPU, d) train Dota/AlphaGo, and more

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Wojciech Zaremba

@woj_zaremba

5 years

The robotics team @OpenAI aims to build a general purpose robot as means toward AGI. Contact me if you'd like to help! We're especially looking for people who want to write software for hardware on all levels of abstraction - firmware, driver, grpc, python wrappers.

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Wojciech Zaremba

@woj_zaremba

5 years

Jax is an amazing abstraction for neural nets - Same api as numpy - it's functional - only python, and only 10k lines - it’s fast because it’s on top of XLA Many people want to switch to Jax. The only obstacle is the lack of long term commitment from Google. @JeffDean @rajatmonga

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Wojciech Zaremba

@woj_zaremba

6 years

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Wojciech Zaremba

@woj_zaremba

5 years

@OpenAI Sometimes we were unaware that our robot is partially broken because the neural network could compensate for it. The model worked just fine with broken fingers or defected sensors.

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Wojciech Zaremba

@woj_zaremba

3 years

We are releasing an API to turn English into code. Make a computer game from scratch in a few minutes. btw: some people suspect that I am an AI in this video.

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Wojciech Zaremba

@woj_zaremba

1 year

ChatGPT = gpt-3.5 + alignment Alignment made gpt-3.5 more useful rather than being a tax.

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Wojciech Zaremba

@woj_zaremba

3 years

Why did the gradient cross the road? . . . . . Because the other side is steeper. Btw: joke generated by GPT-3

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Wojciech Zaremba

@woj_zaremba

3 years

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Wojciech Zaremba

@woj_zaremba

5 years

Do you want to become a better version of yourself? It’s simple (maybe not easy), just exercise, eat healthy, meditate, sleep 8h/day, and have some social life.

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Wojciech Zaremba

@woj_zaremba

5 years

Please apply to robotics at OpenAI if - you are excited about meta-learning - you think that substantial progress requires a team effort - you consider scale, data, and algorithms as equality important We seek for all sorts of brilliant people. No robotics experience required.

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Wojciech Zaremba

@woj_zaremba

2 years

During our lifetime, several events will change the world. We will fly to Mars, cure cancer, and build AGI. You can watch these events unfold from the sidelines, or you can participate in them and help shape their outcome.

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Wojciech Zaremba

@woj_zaremba

2 years

What if we designed AI to love each of us like a mother loves her children?

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Wojciech Zaremba

@woj_zaremba

1 year

My team is building a data collection machine for instruction following, webgpt, and other special initiatives. We want AI to assist humans in solving tasks beyond their skills. If you're a research scientist excited about this direction, please DM.

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Wojciech Zaremba

@woj_zaremba

6 years

I feel very steep gradient and very positive curvature of progress at OpenAi. Waking up is so exciting and falling asleep is hard.

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Wojciech Zaremba

@woj_zaremba

5 years

OpenAI became the first author of "Learning Dexterous In-Hand Manipulation" - . I am so happy to emphasize the importance of the team over any individual.

Learning Dexterous In-Hand Manipulation

We use reinforcement learning (RL) to learn dexterous in-hand manipulation policies which can perform vision-based object reorientation on a physical Shadow Dexterous Hand. The training is...

arxiv.org

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Wojciech Zaremba

@woj_zaremba

3 years

I have high hopes regarding the technology that OpenAI has built with GitHub. Copilot turns comments into code, which will allow many more people to code without years of computer science studies.

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Wojciech Zaremba

@woj_zaremba

3 years

I want to build and deploy safe AGI.

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Wojciech Zaremba

@woj_zaremba

5 years

Interview with AI model called GPT-2 about AI. This model is worried about utopian dreams of post(post-post) human future. Questions come from humans.

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Wojciech Zaremba

@woj_zaremba

5 years

We used to design features. Deep Learning learns features instead. Now, we design learning-algorithms. The next step is to learn learning-algorithms instead.

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Wojciech Zaremba

@woj_zaremba

1 year

The distance between planets and stars leads to significant delays in communication, with minutes for nearby planets and years for stars. In the future, humans may use AI sent via laser rays and direct memory uploads to bypass this delay in communication.

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Wojciech Zaremba

@woj_zaremba

1 year

This partnership will allow us to take our OpenAI models to yet another level. Models such as Codex, Dall-E, and ChatGPT would not be possible without the incredible cluster infrastructure that Microsoft has built for us. I am extremely grateful for their support.

Satya Nadella

@satyanadella

1 year

In this next phase of our partnership with @OpenAI , we will deliver the best AI infrastructure, models, and toolchain for customers to safely and responsibly build and run their applications on Azure.

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Wojciech Zaremba

@woj_zaremba

2 years

I love my co-founder @ilyasut . I am inspired by his out-of-distribution thinking, I enjoy his AI humor, and I revere his deep honesty.

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Wojciech Zaremba

@woj_zaremba

4 years

Jesus on Zoom

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Wojciech Zaremba

@woj_zaremba

2 years

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Wojciech Zaremba

@woj_zaremba

2 years

I love OpenAI ❤️

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Wojciech Zaremba

@woj_zaremba

5 years

Our Rubik's cube result pushes the limits of current robotics research. The method can generalize to many real-world settings.

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@woj_zaremba

5 years

Pretty crazy emergent behaviors of multiagent AI

Multi-Agent Hide and Seek

We’ve observed agents discovering progressively more complex tool use while playing a simple game of hide-and-seek. Through training in our new simulated hid...

www.youtube.com

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Wojciech Zaremba

@woj_zaremba

4 years

At OpenAI, our Learned Optimizer team trains RL agents that tune hyperparameters, conduct experiments, and draw conclusions similar to how a machine learning engineer would. Apply if you want to be part of this adventure!

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Wojciech Zaremba

@woj_zaremba

5 years

Dota bot is one of the largest RL nets in the world. However, its number of neurons is still less than that of an ant’s brain.

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Wojciech Zaremba

@woj_zaremba

1 year

After a computer beat Kasparov in chess, the hybrid of computer and human surpassed either working alone for years. This trend will likely extend beyond chess. AI-assisted programmers, artists, and writers should produce better results than AI or humans on their own for a while

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Wojciech Zaremba

@woj_zaremba

6 months

I just watched a movie about Scientology. Many people became members from reading their cornerstone book “Dianetics”. Perhaps, “Dianetics” is a jailbreak for humans.

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Wojciech Zaremba

@woj_zaremba

5 years

the dataset used to train GPT-2 is in the same size ballpark as the full index of Google in 1998

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Wojciech Zaremba

@woj_zaremba

2 years

I foresee AI as being a deeply empathetic therapist, a genuinely welcoming coach, and a profoundly compassionate conflict mediator. I could see interactions with such AI making humans more loving towards themselves and the people around them.

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Wojciech Zaremba

@woj_zaremba

4 years

Capitalism sets prices by running backpropagation over the economy. Setting prices by a government is like injecting stop gradient to the economy graph.

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Wojciech Zaremba

@woj_zaremba

5 years

Thursday is a learning day at robotics @openai - reading papers, reimplementing toy examples, getting to know new engineering tools. We keep motivating each other by posting on slack what we have learned. Moreover, I wear special pants for every Learning Day.

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Wojciech Zaremba

@woj_zaremba

5 years

I am extremely grateful for such an incredible team. Thank you for wanting to work with me.

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Wojciech Zaremba

@woj_zaremba

5 years

Being unhappy is a safe choice. You won’t be disappointed by any outcome. Being happy is to take a risk of losing that happiness. All significant accomplishments require taking risk.

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Wojciech Zaremba

@woj_zaremba

3 years

We trained an RL policy that can arrange a plate and cutlery without being trained to do it. The same policy sets up a mini chessboard.

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Wojciech Zaremba

@woj_zaremba

5 years

Many researchers complain that the deep learning field is too crowded. They feel fear of being scooped. For me, I have opposite feelings. I am delighted when I see publications related to the work of my team. It gives me evidence that we are the right track.

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Wojciech Zaremba

@woj_zaremba

5 years

I invest in companies that work towards the future that I dream of. I bought stocks of @Tesla and @BeyondMeat because their success can offset or prevent the catastrophe of global warming.

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Wojciech Zaremba

@woj_zaremba

1 year

ChatGPT shows both progress and limitations in terms of alignment. It does not offend users or generate inappropriate content, unlike its predecessors. However, it can be too restrictive by refusing to help users. A lot of work ahead of us to further improve alignment!

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Wojciech Zaremba

@woj_zaremba

5 years

For me, Ilya is the best deep learning researcher in the whole world. There are few older folks who accumulated more achievements over decades. However, @ilyasut has the steepest rate of improvement (derivative).

Ilya Sutskever

@ilyasut

5 years

I’ve been upgraded to Chief Scientist of OpenAI

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Wojciech Zaremba

@woj_zaremba

1 year

How it feels at OpenAI: "Imagine the wildest idea that you've ever had and you're curious about how it might scale to something that's hundred a thousands times bigger. This [OpenAI] is the place where you can do that"

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Wojciech Zaremba

@woj_zaremba

2 years

I am starting a new, very special team 🎉. Seeking founding members. If you deeply love ❤️web development and want to harness your skills to move the frontiers of AI, please DM me.

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Wojciech Zaremba

@woj_zaremba

5 years

StarCraft is like running a logistic company. You have to get the right resources and units to the right place in time. I am very impressed with this work.

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Wojciech Zaremba

@woj_zaremba

2 years

It’s hard for me to believe that AI generates artwork that moves emotions inside of me. This one is both touching and funny. Input: “A sea otter in the style of ‘Girl with a Pearl Earring’ by Johannes Vermeer.” #dalle

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Wojciech Zaremba

@woj_zaremba

4 years

AI, consciousness, and “what is real”? My take on it all

My Thoughts on Consciousness, AI, and What is Really Real

Difficult to Discuss, but Just as Fun

medium.com

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Wojciech Zaremba

@woj_zaremba

3 years

Copilot moves machines closer to humans by allowing to control computer with language input. Such an evolution started decades ago when humans upgraded punched cards with programing languages resembling English - from assembly to C to Python 🚀.

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Wojciech Zaremba

@woj_zaremba

2 years

Feedback = supervised learning Supervised learning works better than unsupervised. Cultivate giving and receiving feedback.

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Wojciech Zaremba

@woj_zaremba

3 years

AI giant standing on my shoulders with @ilyasut

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Wojciech Zaremba

@woj_zaremba

1 year

We are launching a program to award ten $100,000 grants to build prototypes of a democratic process for steering AI. Decisions about bounds of AI behavior should be shaped by diverse perspectives reflecting the public interest.

Democratic inputs to AI

Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow,...

openai.com

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Wojciech Zaremba

@woj_zaremba

6 years

Taxonomy of principal distances

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Wojciech Zaremba

@woj_zaremba

5 years

A team is the sum of vectors, and a dysfunctional team is the sum of random vectors. The sum of random vectors tends to zero as the number of team members increases while the sum of aligned vectors tends to infinity in magnitude.

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Wojciech Zaremba

@woj_zaremba

3 years

I would like AGI to be compassionate like Buddha, smart like John von Neumann, and loving like a mother is to her children.

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Wojciech Zaremba

@woj_zaremba

5 years

@OpenAI One person on the project used to have consistently better results on the robot. For a while, we couldn't figure out why. It turned out that his laptop was faster, and it incurred less latency on the robot, which in turn gave better results.

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Wojciech Zaremba

@woj_zaremba

5 years

Advancing AI capabilities requires progress on three axes: compute, algorithms, and environment / data. Startups mostly innovate on data axis, while academia mostly innovates on algorithms axis. I see each of these axes as equally important.

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