External Papers &Reproductions
Tracking, reviewing, and reproducing important research papers from the broader scientific community. Our commitment to validating and building upon existing research.
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On the Biology of a Large Language Model
By Lindsey J et al
Published in: Transformer Circuits
Citation: Lindsey J et al. (2025). On the Biology of a Large Language Model. Transformer Circuits
Notes: Mechanistic interpretability research
Tracing the thoughts of a large language model
By Anthropic Team
Published in: Anthropic
Citation: Anthropic Team. (2025). Tracing the thoughts of a large language model. Anthropic Research
Notes: Monitor for opportunities
Agentic RAG with uncertainty routing
By Lee S, Patel R
Published in: arXiv
Citation: Lee S & Patel R. (2025). Agentic RAG with uncertainty routing. arXiv:2501.01234
Notes: Wait for code release
XAttention: Block Sparse Attention with Antidiagonal Scoring
By Xu R, Xiao G, Huang H, Guo J, Han S
Published in: arXiv
Citation: Xu R et al. (2025). XAttention: Block Sparse Attention with Antidiagonal Scoring. arXiv:2503.16428
Notes: High priority reproduction target
Effective Prompt Extraction from Language Models
By Yiming Zhang, Nicholas Carlini, Daphne Ippolito
Multimodal pretraining for medical imaging
By Zhang L et al
Published in: ICLR
Citation: Zhang L et al. (2024). Multimodal pretraining for medical imaging. ICLR 2024
Notes: Out of scope - privacy concerns
Scaling-efficient finetuning with sparse adapters
By Doe J, Smith A
Published in: NeurIPS
Citation: Doe J & Smith A. (2024). Scaling-efficient finetuning with sparse adapters. NeurIPS 2024
Notes: Cost reduction aligned
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