Reproduce “K-Dense BYOK: An Open-Source AI Research Assistant That Runs Locally and Keeps a Hash-Chained Lab Notebook” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Aubrey M. Brueckner, Darshil Patel, Yuhuan He, Timothy Kassis
K-Dense BYOK pairs an AI assistant with a notebook and an application-written log to make work easier to inspect. The notebook records decisions, while the log tracks tool actions and file changes. In an author-run comparison using Claude Opus 4.8, it scored 64.5% on research execution versus Claude Science’s 26.0%, but the evaluation does not establish causation or scientific correctness.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.