I guess I'm a bit more interested in chatgpt++ for scientific discovery more broadly and what that would take / look like.
@karpathy
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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
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DreamBooth Generates Frowny Faces Despite Smiling Training Photos
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It's weird because about half of the photos I uploaded as training data I am smiling! Not sure why dreambooth so frowny
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Incredible results generated instantly with Stable Diffusion technology
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It’s really crazy to me that one can generate results this incredible and fun in just seconds, on demand, for any prompt you just think up on the spot. Upload ~20 images and try it out yourself http://
stableboost.ai -

Stableboost auto-generates and customizes AI image prompts
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Stableboost auto-suggests a few hundred prompts by default but you can generate additional variations for any one prompt that seems to be giving fun/interesting results, or adjust it in any way: