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On Thu, 18 Jul, 4:04 PM UTC
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[1]
Andrej Karpathy to Build Personalised AI Tutor for 8 Billion Students
Last year, Khan Academy launched Khanmigo, a personal tutor and teaching assistant powered by GPT-4. In his recent keynote address at the UC Berkeley AI Awards Hackathon, OpenAI co-founder Andrej Karpathy advised students not to give up on their passion projects. Little did the world know that he would shortly convert his decades-old passion for AI and education into a company called Eureka Labs. "It's a new kind of school that is AI native, combining generative AI with traditional learning methods," said Karpathy. Explaining the logic behind the name, Karpathy said, "Eureka (from Ancient Greek εὕρηκα) is the awesome feeling of understanding something, of feeling it click. The goal here is to spark those moments in people's minds," explained Karpathy, reflecting on the name. "Labs because Eureka all by itself is taken... and I always wanted a lab." The former OpenAI researcher said that there is a dearth of teachers in the field, and with his new startup, Eureka Labs, he is looking to address the challenge. "Subject matter experts who are deeply passionate, great at teaching, infinitely patient, and fluent in all of the world's languages are also very scarce and cannot personally tutor all 8 billion of us on demand." He believes that generative AI will enhance the learning experience. "The teacher still designs the course materials, which are then supported, leveraged, and scaled with an AI Teaching Assistant optimised to guide the students through them," he elaborated. Personalised AI assistants are going to be a thing in the future. If we extend that idea to education, soon we might also get personalised AI tutors who teach students according to their requirements and understanding capabilities. The founder of Khan Academy, Salman Khan, recently echoed similar sentiments, saying personal tutors are a necessity. "Alexander the Great had Aristotle as his personal tutor," he added, saying generative AI will do the same for every student globally. "That's what world-class looks like." Last year, Khan Academy launched Khanmigo, a personal tutor and teaching assistant powered by GPT-4. This academic year, 65,000 students and teachers piloted Khanmigo across school districts in the US. "It acts just like Aristotle or Socrates would with their students and works across every subject that Khan Academy offers. It has all the context that the student would normally have on Khan Academy, and it also acts as a teaching assistant for teachers," said Khan. "It remembers the conversation you're having. It also remembers some of the work that you've been doing on Khan Academy," he added. Khan said that the focus for Khan Academy is on how well it can provide personal support for teachers and students. "With the new generation of models such as GPT-4o, we have come up with a thesis: a tutor for every student and a teaching assistant for every teacher." Most recently, Khan Academy partnered with Microsoft to use Phi-3 to build AI maths tutors. Similarly, earlier this year, OpenAI launched ChatGPT Edu, a version of ChatGPT built for universities to responsibly deploy AI to students, faculty, researchers, and campus operations. "I have a roommate who is a weak non-native English speaker. However, he needs to write and submit scientific papers in English. He uses the "pro" version of ChatGPT to improve his written English. He said it is like having a 1:1 English language tutor because he gets nearly instant feedback when trying to rewrite a sentence or paragraph," posted a user on Hacker News. In India, edtech startup Physics Wallah recently launched Alakh AI, featuring AI Guru -- a 24/7 personalised tutor and assistant. AI Guru caters to diverse queries, from academic to non-academic, product-related, and support issues, delivering responses in text and video formats tailored to each student's needs. "AI could be a much more effective tutor -- at a cost substantially lower than a human tutor," posted a user on Hacker News. Personalised AI tutors will solve Bloom's Sigma 2 problem. Bloom's research found that students who were taught one-on-one or in small groups and received regular feedback performed 2 sigma better than their peers who received traditional classroom instruction. Musk's private school, Ad Astra, which he created for his children, gives a rough idea of how the future will look. It is built inside the SpaceX campus and has partnered with Synthesis, founded by Joshua Dahn. Synthesis has created an AI tutor that teaches students complex concepts of maths through personalised games and AI tools. One of the most common challenges that an edtech startup faces is monetisation. However, Karpathy has clarified that he does want Eureka Labs to be a proper, self-sustaining business, but at the same time, he also really doesn't want to gatekeep educational content. "My default thinking is that the content itself is free and permissively licensed, the revenue comes from everything else, e.g., running the digital/physical cohorts working through the materials together," he said. Coursera, co-founded by Andrew Ng in 2012, is a good example for Karpathy to follow. It offers a wide array of courses across various subjects beyond AI and ML. It partners with universities and organisations worldwide to deliver diverse educational content. "Coursera seems to have made a (reasonably) successful business out of it. $1B market cap and almost $200M revenue," posted a user on HackerNews. On the other hand, Khan Academy is a nonprofit organisation supported by several prominent billionaires and philanthropists, including Carlos Slim, Bill Gates, and Elon Musk. According to IRS Form 990, Khan Academy had a revenue of $28 million (approximately Rs 233 crore) in 2019. It is likely that Karpathy's venture will attract substantial donations and investments, similar to Khan Academy.
[2]
Ex-OpenAI, Tesla engineer Andrej Karpathy starts AI education platform
On Tuesday, former OpenAI co-founder and computer scientist Andrej Karpathy announced that he will be starting an AI education platform called Eureka Labs. In a post shared on X, Karpathy said that while a teacher will be tailoring the course on the platform, they will be aided by an AI teaching assistant to guide students through the learning material. The startup's first product is LLM101n, an undergraduate-level class that will help students train their own AI models. The AI system will "create, refine and illustrate little stories." Earlier in February this year, Karpathy announced his departure from ChatGPT-maker OpenAI, marking the end of his second stint there. Prior to working in OpenAI, Karpathy was the director of artificial intelligence at Tesla. He was also among the founding members of the AI firm in 2015. (For top technology news of the day, subscribe to our tech newsletter Today's Cache) Since quitting, he has been sharing YouTube tutorials around AI concepts which gained popularity. An instructional video of his on how to build an LLM from scratch has 4.5 million views currently. Read Comments
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Former OpenAI and Tesla engineer Andrej Karpathy announces plans to create a personalized AI tutor aimed at educating 8 billion students worldwide. The project seeks to revolutionize education through artificial intelligence.
Andrej Karpathy, a prominent figure in the field of artificial intelligence and former engineer at OpenAI and Tesla, has unveiled his ambitious plan to develop a personalized AI tutor. This innovative project aims to provide educational support to a staggering 8 billion students across the globe, potentially revolutionizing the way we approach learning 1.
Karpathy's vision centers around creating an AI-powered educational platform that can adapt to individual learning styles and needs. By leveraging advanced artificial intelligence technologies, the system would be capable of providing tailored instruction and support to students, regardless of their geographical location or socioeconomic background 2.
With an impressive track record in the AI industry, Andrej Karpathy brings a wealth of experience to this new venture. He previously served as the Director of AI at Tesla, where he played a crucial role in developing the company's autonomous driving technology. Prior to that, Karpathy was a researcher at OpenAI, contributing to advancements in machine learning and artificial intelligence 1.
The introduction of a personalized AI tutor accessible to billions of students could have far-reaching implications for global education. By providing individualized instruction and support, this technology has the potential to bridge educational gaps, improve learning outcomes, and democratize access to quality education worldwide 2.
While the concept of an AI-powered educational platform is promising, it also raises important questions about data privacy, the role of human teachers, and the potential digital divide. As the project develops, addressing these concerns will be crucial to ensure its ethical implementation and widespread adoption 1.
Karpathy's initiative represents a significant step forward in the integration of AI technologies into the educational sector. As artificial intelligence continues to advance, we can expect to see more innovative applications that have the potential to transform traditional learning paradigms and create new opportunities for students around the world 2.
Reference
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Andrej Karpathy, a prominent figure in AI development, has founded Eureka Labs, an AI-native school aimed at revolutionizing education through artificial intelligence. The venture seeks to address the growing demand for AI skills and knowledge.
11 Sources
11 Sources
OpenAI is developing plans to incorporate customized AI chatbots into online courses, aiming to revolutionize e-learning experiences. This move faces both enthusiasm and skepticism from educators.
2 Sources
2 Sources
OpenAI partners with Wharton and Common Sense Media to offer free AI courses for educators, aiming to enhance AI literacy and integration in classrooms. The initiative sparks debate on the benefits and concerns of AI in education.
11 Sources
11 Sources
OpenAI announces a groundbreaking partnership with California State University to provide ChatGPT Edu to 500,000 students and faculty, marking the largest AI implementation in US higher education.
5 Sources
5 Sources
OpenAI, the company behind ChatGPT, has hired Leah Belsky, former Chief Enterprise Officer at Coursera, as its first General Manager of Education. This move signals OpenAI's commitment to expanding its presence in the education sector.
2 Sources
2 Sources
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