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Hacker News Live Feed (Score: 152+ in 7 hours)

Link: https://readhacker.news/s/6DgW9
Comments: https://readhacker.news/c/6DgW9
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LLMs are mortally terrified of exceptions (Score: 150+ in 10 hours)

Link: https://readhacker.news/s/6DgEq
Comments: https://readhacker.news/c/6DgEq

https://x.com/karpathy/status/1976082963382272334
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My approach to building large technical projects (2023) (Score: 153+ in 6 hours)

Link: https://readhacker.news/s/6DiaC
Comments: https://readhacker.news/c/6DiaC
Examples Are the Best Documentation (Score: 151+ in 14 hours)

Link: https://readhacker.news/s/6Dhb4
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Show HN: I invented a new generative model and got accepted to ICLR (Score: 152+ in 4 hours)

Link: https://readhacker.news/s/6DiDg
Comments: https://readhacker.news/c/6DiDg

I invented Discrete Distribution Networks, a novel generative model with simple principles and unique properties, and the paper has been accepted to ICLR2025!
Modeling data distribution is challenging; DDN adopts a simple yet fundamentally different approach compared to mainstream generative models (Diffusion, GAN, VAE, autoregressive model):
1. The model generates multiple outputs simultaneously in a single forward pass, rather than just one output.
2. It uses these multiple outputs to approximate the target distribution of the training data.
3. These outputs together represent a discrete distribution. This is why we named it "Discrete Distribution Networks".
Every generative model has its unique properties, and DDN is no exception. Here, we highlight three characteristics of DDN:
- Zero-Shot Conditional Generation (ZSCG).
- One-dimensional discrete latent representation organized in a tree structure.
- Fully end-to-end differentiable.
Reviews from ICLR:
> I find the method novel and elegant. The novelty is very strong, and this should not be overlooked. This is a whole new method, very different from any of the existing generative models.
> This is a very good paper that can open a door to new directions in generative modeling.
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Datastar: Lightweight hypermedia framework for building interactive web apps (Score: 151+ in 5 hours)

Link: https://readhacker.news/s/6DiBU
Comments: https://readhacker.news/c/6DiBU
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2025/10/26 13:46:41
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