A Bitcoin-native LLM: dataset, architecture and open questions

Posted by 0xB10C

Jun 10, 2026/22:18 UTC

The email highlights several resources pertinent to technical discussions on Bitcoin, emphasizing their utility and availability. The sender mentions the Bitcoin mailing list and Delving threads as valuable sources of high-signal technical discussion over the years. Additionally, annotations and functional tests within the Bitcoin Core source are identified as foundational for understanding consensus behavior.

Furthermore, the sender provides links to datasets that are useful for those seeking detailed discussions in the form of GitHub issue comments and PR review datasets. These resources have been made available to the community at no cost and are maintained by the sender personally, who also covers the infrastructure expenses. This gesture has reportedly been well-received by the community, as evidenced by user interactions and references like Delving into Bitcoin.

The sender defends the suggestion of using these commented reviews and discussions as a dataset for training language models, stating there is no obligation to use them if they do not meet the recipient's needs. This response seems to stem from a misunderstanding or disagreement expressed by the recipient regarding the promotion or relevance of these resources.

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