Discussing Search-Based Bibliography Tools: Modern LLMs Excel in Small Contexts
deliprao · x · 2026-08-03
Developer @deliprao discussed the mechanics of bibliography auditing tools. He noted that ignoring the accompanying agent skills, the core tool is completely search-based, allowing users to script audits on bibliography files.
In the thread, it was further added that modern LLMs perform exceptionally well in copy-tasks within small contexts, making such errors rare. However, the real shortcoming of the current method is its reliance on the availability of true bibliography data, as not all papers in certain disciplines are indexed by major databases.
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