Learning

Andrej Karpathy Launches Eureka Labs

Eureka Labs, an AI-native education platform, aims to revolutionise education with AI teaching assistants and AI courses.

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4 months ago

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TL;DR:

  • Andrej Karpathy, former head of AI at Tesla and researcher at OpenAI, launches Eureka Labs, an AI-native education platform.
  • Eureka Labs aims to create AI teaching assistants to guide students through course materials.
  • The first product will be an AI course, LLM101n, helping students train their own AI.

Andrej Karpathy, a prominent figure in the world of artificial intelligence (AI), is set to revolutionise education with his new startup, Eureka Labs. The AI-native education platform aims to leverage recent progress in generative AI to create AI teaching assistants that can guide students through course materials.

AI Assistants in the Classroom

Eureka Labs envisions AI assistants or personalities that would work alongside human teachers, enabling “anyone to learn anything.” While the teachers would still design the course material, they would be supported by AI assistants. Although the startup has not yet built or tested the efficacy of integrating AI assistants into the classroom, studies such as one conducted at Georgia State University suggest that AI teaching assistants can help improve student grades.

The First Product: LLM101n

Despite the ambitious plans for AI teaching assistants, Eureka Labs’ first product will be an AI course, LLM101n. This undergraduate-level class will help students train their own AI, a smaller version of the AI teaching assistant that Eureka Labs hopes to build and scale. The course materials will be available online, with both digital and physical cohorts of students going through the materials together.

Building an AI Storyteller

The link for the AI course leads to a GitHub repository, hinting at a different type of course. Instead of “How to build an AI assistant,” the link leads to a how-to for building a “Storyteller AI Large Language Model (LLM).” The class promises to teach students how to “build everything end-to-end from basics to a functioning web app similar to ChatGPT, from scratch in Python, C and CUDA, and with minimal computer science prerequisites.”

Karpathy’s Journey

Eureka Labs is the culmination of Karpathy’s passion for AI and education over the last two decades. He taught deep learning for computer vision at Stanford University until 2015, when he left to co-found OpenAI. Karpathy then moved to Tesla to head up the automaker’s AI team, leading the computer vision team of Tesla Autopilot. After leaving Tesla in 2022, Karpathy returned to OpenAI, where he led a small team related to ChatGPT. Despite stepping down from his role at OpenAI in February, Karpathy continues to be an educator, leading an online course called Neural Networks: Zero to Hero and running a YouTube channel where he posts lectures on LLMs and AI.

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The Future of Eureka Labs

The future of Eureka Labs remains somewhat unclear. It is unknown whether Karpathy has self-funded the startup or received backing from investors. Additionally, the startup’s business model has not been disclosed. However, with Karpathy’s extensive experience and passion for AI and education, Eureka Labs is certainly one to watch in the world of AI-powered education.

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What do you think about the potential of AI in education? Would you be interested in taking a course like LLM101n to train your own AI? Share your thoughts in the comments below and don’t forget to subscribe for updates on AI and AGI developments.

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