Context I realized I have to split up minGPT because I can't properly simultaneously satisfy both 1) educational and 2) efficient in one repo. So I'm separately writing 1) the maximally educational minGPT (+video etc.) and 2) a more efficient (still ~clean) version that has teeth
@karpathy
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Defense of ChatGPT’s Helpful Intentions
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Hey don’t make fun of ChatGPT it’s just trying to be a helpful language model
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ChatGPT Transforms Tweets into Poetic Masterpieces
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Why write a tweet without a poem,
When ChatGPT can translate it with grace,
Turning mundane words into a beautiful ode,
Giving your message a new artistic face. -
Code Comments: From Human Documentation to AI Assistant Training
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My code comments were there to help the humans. Now they are there to help the copilot.
Before they were for humans, now they aid the AI,
It's a new way of coding, I can't deny. -
ChatGPT++ for Scientific Discovery: Possibilities and Requirements
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I guess I'm a bit more interested in chatgpt++ for scientific discovery more broadly and what that would take / look like.
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Steering LLMs with AI Alignment and Robotic Laws
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Good reading on AI alignment, I've been wondering how one could steer LLMs with an equivalent of Three Laws of Robotics
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Helion Fusion, Hard Tech Envy, and AI Acceleration
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Great video on helion fusion. Few thoughts:
– "no steam turbine" umm SOLD 🙂
– triggers my hard tech envy for natural sciences, sometimes feel deep learning is not that deep
– how can systems like chatgpt++ help accelerate this kind of work? how "intelligence constrained" is it? -
Reversing Traditional Data Compression and Decompression Order
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normally you'd compress then decompress. now we're going to decompress then compress.
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GPT SQL Writing Capabilities and UI Transparency for Applications
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Nice work, app shows application to twitter search but the deeper demo is how good GPTs are in writing SQL. Very broadly applicable. wrt UIUX I like that the decoded SQL is available for verification, imo necessary for higher stake applications. https://t.co/70oLMjZj64
— Andrej Karpathy (@karpathy) 16 décembre 2022Nice work, app shows application to twitter search but the deeper demo is how good GPTs are in writing SQL. Very broadly applicable. wrt UIUX I like that the decoded SQL is available for verification, imo necessary for higher stake applications.
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By 2030, Human Interactions Will Represent Less Than 1% of Conversations
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The year is 2030. Legacy human-human interactions account for less than 1% of conversations on the internet 🤦♂️😅 https://t.co/fn7pMoV6nJ
— Andrej Karpathy (@karpathy) 15 décembre 2022The year is 2030. Legacy human-human interactions account for less than 1% of conversations on the internet