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Using LLMs to trace alchemical knowledge and decode 17th century letters

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Hacker News | Sep 24, 2026 | benbreen

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I’ve written previously about the pitfalls and use cases for AI in augmenting historical research, but things have changed significantly since 2024-25. Occasioned by the dueling releases of GPT-6 Sol and Opus 5. 5 this week, I thought I’d share some early results with using these models not just to perform “research assistant” type functions like transcribing documents, but to try to actually solve existing historical problems. I think AI labs, historical researchers, and funding agencies should start actively pursuing these collaborations.

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