突发！OpenAI联创Karpathy又双叒离职了，自称「懂我的都懂」

  New Zhiyuan reports  

Editor: Editorial Department

Andrej Karpathy, the co-founder who returned to OpenAI last year, officially announced his resignation today!

Just now, OpenAI co-creator Karpathy suddenly announced his resignation!

Hello everyone, that's right, I just left OpenAI yesterday.

The first thing to clarify is that this is not the result of any particular event, problem, or dispute (though, those conspiracy theories are really interesting and everyone is welcome to keep them up).

Actually, the final year at OpenAI has been really exciting – the team is fantastic, the colleagues are fantastic, and the roadmap for the future is full of exciting possibilities, and I'm sure we all have a lot to look forward to.

My current plan is to focus on my personal projects and see what sparks can come together. For those of you who have been following me, you might be able to guess what I might be up to next.

According to an exclusive report by Information, Karpathy is working on a new "AI assistant" and is working closely with Bob McGrew, OpenAI's head of research.

While ChatGPT is favored by many, OpenAI also wants to launch an AI that can automate complex tasks, such as filling out expense reports and entering them into accounting software.

Karpathy previously served as senior director of AI and head of autonomous driving at Tesla, and announced his departure in July 2022. For the past five years, he has been mainly responsible for the research and development of Autopilot semi-autonomous driving software.

Then, in February 23, he officially announced again that he would "rejoin OpenAI".

And now, exactly a year later, he has officially announced his departure from OpenAI again.

Kayla Wood, a spokesperson for OpenAI, said in a statement, "Andrej left to pursue a personal project. We express our deep gratitude for his contributions and wish him all the best for the future. His work has now been taken over by a senior researcher with whom he works closely.

Since OpenAI's board fired Sam Altman last year, several high-level employees have resigned. After the board reversed its decision, the employees returned to the company with Altman.

Now, Karpathy has become the first core figure of OpenAI to leave the company.

So, what would he mean by focusing on personal projects?

AI Agent: Engaging in AI Education?

Around July last year, Karpathy emphasized the prospect of AI agents in an offline sharing event.

When he first started working at OpenAI (around 2016), the industry trend was to study how to use reinforcement learning methods to improve AI agents.

For example, many projects are building AI players based on games like Atari.

What Karpathy wants to do is a product that can be applied to a wider range of applications.

However, due to the technology at the time, the effect was not ideal, so he and OpenAI changed direction and began to make large language models.

Today, AI agents are back in a very promising direction.

The simplest example is that no one is using reinforcement learning to study AI agents as they did in 2016.

The resignation from OpenAI may be that he has re-seen the current technological breakthrough and may bring new opportunities to AI agents.

Interestingly,

Karpathy

The most discussed topic in recent times, apart from Vision Pro, is a long article about "learning".

In this article, he delves into what valuable learning is, including manning, director of the Stanford HAI Center, and others have retweeted.

In addition, the content in his Youtube channel is almost all about teaching netizens how to understand large models and related technologies.

So his content after that may have a lot to do with AI education.

OpenAI hardcore Internet celebrity

On his personal homepage, he made a timeline of his work experience, which can clearly see all the processes from becoming an OpenAI co-creator in 2017 to joining Tesla and returning to OpenAI.

Over the past year, Karpathy, who left Tesla, has gradually become an internet celebrity on social media through blogs, posts, and lectures.

He has also published a variety of learning courses on his YouTube platform, which currently has 8 videos online.

Just below the comment on his official resignation, netizens were concerned, does it mean that more YouTube videos will be launched in the future?

Karpathy himself said, "I started working on the next video two days ago!"

Sebastian, a well-known AI machine learning researcher, also said, "It sounds like there's definitely more educational content in the pipeline."

It seems that Karpathy will have a lot of time to update the video after leaving.

In addition, on social platforms, Karpathy himself often pays attention to some hot research, publishes his own comments, and sometimes puts forward his own opinions.

For example, he has likened a large model to an operating system because it can retrieve files, write code, run programs, and understand audio, images, and human instructions.

Another example is to put forward opinions on the "language model hallucination problem" and so on.

Li Feifei is a master apprentice and a technology expert who "generates electricity with love".

Not only is Andrej Karpathy a tech influencer, but also an out-and-out tech guru.

He received his bachelor's degree in computer science and physics from the University of Toronto in 2009 and his master's degree from the University of British Columbia in 2011.

During his Ph.D. at Stanford, Karpathy and his supervisor Feifei Li worked together on convolutional/recurrent neural network architectures and their applications in computer vision, natural language processing, and their interdisciplinary fields.

The mentor and apprentice also worked together to design a new course on convolutional neural networks for visual recognition (CS231n) at Stanford University, with Karpathy himself as the first lecturer.

And this is the first deep learning course offered by Stanford!

The number of students also grew from 150 in 2015 to 330 in 2016 and 750 in 2017. Today, CS231n at Stanford University has become a must-see basic course for beginners in deep learning, especially in the CV direction.

In addition to the "star effect" of Li Feifei, Karpathy has made a lot of contributions from course design to lectures.

During his school years, he also went to Google for an internship - twice, again abroad, to participate in deep learning and computer vision projects at Google.

In 2015, he went to DeepMind for another internship in the deep reinforcement learning team.

After graduating, Karpathy joined OpenAI in 2016 as a research scientist, working on deep learning in computer vision, generative modeling, and reinforcement learning.

"Stanford Ph.D. student, Li Feifei apprentice, former OpenAI researcher and one of the founders", these titles also made him famous in Silicon Valley.

Sure enough, after only a year and a half at OpenAI, he was poached by Musk to replace Chris Lattner, a former Apple executive, as Tesla's Director of AI and Autopilot Vision.

Since Karpathy himself enjoys studying neural networks, he writes a number of technical blogs in his spare time and has developed several deep learning libraries in Javascript (e.g., ConvNetJS, RecurrentJS, REINFORCEjs, t-sneJS).

It is even jokingly called the "human flesh reference" of ImageNet.

In addition, whenever he has time, he maintains his arxiv-sanity, a website that can search and collate nearly 100,000 arXiv papers on machine learning in the past six years.

Resources:

https://www.theinformation.com/articles/openai-researcher-andrej-karpathy-departs?rc=epv9gi

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