Edit ‘good_ideas’: Synced 1731013539906
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@ -13,6 +13,7 @@ Meme sparse autoencoding (I think a CLIP SAE already exists though).
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Similarly, contrastive RL for computer algebra (specifically, proving that expressions equal other expressions via making substitutions repeatedly). Try and contrastively learn a "how close is this expression to this other one" function (I think with an action input?). Bootstrap to progressively harder problems.
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* What does Gyges mean by "anyone who wants it: you should be able to train contrastive models way faster if you use lsh to determine pairs to contrast"? This might contain alpha.
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* Maybe this should be a "theorem prover" and not an "expression rewriter". I think they're fairly similar anyway.
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* Check sticky note for slightly more detailed sketch.
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}
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* {
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Startup ideas:
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@ -60,4 +61,13 @@ https://worksinprogress.co/issue/the-beauty-of-concrete/
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}
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* AutoGaryMarcus.
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* Automate those one-way/recorded video interviews using an LLM, TTS and deepfake system.
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* Hex-grid particle simulator (similar to the Powder Toy) with GPU acceleration or HashLife algorithm.
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* Hex-grid particle simulator (similar to the Powder Toy) with GPU acceleration or HashLife algorithm.
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* Fix https://arxiv.org/abs/2411.00566 with less deranged ML.
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* {
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Diffusion model for Minecraft worlds.
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* Scrape the internet for worlds, extract "interesting" regions.
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* How to deal with the large volume of data in a world? 16³ is big. Probably more compressible than 2D though. Apply HDiT (?).
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}
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* Autonomous, rogue [[Autogollark]].
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* Make a high-performance physically plausible space combat simulator and do RL to spite Devon Eriksen.
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* Simulate self-consistent time travel in games by having absurdly superhuman AI player enforce consistency using "random" degrees of freedom.
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