Davemaina1 makes citations actually trustworthy
A small plumbing change with an outsized effect on whether a lawyer can trust what the AI just told them.
When an AI assistant cites a source, the link is only as good as the connection between the answer on screen and the document it came from. In most legal-AI tools that link is reconstructed from the text itself - fragile, and easy to get subtly wrong. Davemaina1's fork takes a different route: every retrieved passage gets a stable identifier at the moment it's pulled from the knowledge base, and that identifier travels all the way through to the chat window untouched.
The practical effect is that citations can be deduplicated, linked back to a canonical source, and rendered consistently - without the UI having to guess. The team also hardened the pipeline against a quirk where the model occasionally returns a citation reference in a slightly different shape than expected, which is the kind of real-world wrinkle anyone shipping a RAG product eventually hits.
Spotted something wrong? Or know the PR text has fresher detail than the writeup above?