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Extracting books from production language models (2026)
Article URL: https://arxiv.org/abs/2601.02671 Comments URL: https://news.ycombinator.com/item?id=46569799 Points: 3 Comments: 0...
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Substitution Cipher Based on The Voynich Manuscript
Here’s a fun paper: “The Naibbe cipher: a substitution cipher that encrypts Latin and Italian as Voynich Manuscript-like ciphertext“: Abstract: In this article,...
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[Paper] Closing the problem of which causal structures of up to six total nodes have a classical-quantum gap
The discovery of Bell that there exist quantum correlations that cannot be reproduced classically is one of the most important in the foundations of quantum mec...
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[Paper] Escaping the Verifier: Learning to Reason via Demonstrations
Training Large Language Models (LLMs) to reason often relies on Reinforcement Learning (RL) with task-specific verifiers. However, many real-world reasoning-int...
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[Paper] Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining
Incorporating metadata in Large Language Models (LLMs) pretraining has recently emerged as a promising approach to accelerate training. However prior work highl...
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[Paper] Controlling changes to attention logits
Stability of neural network weights is critical when training transformer models. The query and key weights are particularly problematic, as they tend to grow l...
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[Paper] Agint: Agentic Graph Compilation for Software Engineering Agents
LLM-based coding agents are increasingly common but still face challenges in context management, latency, reliability, reproducibility, and scalability. We pres...