Trace historical texts across languages
Historian Benjamin Breen used GPT-6 Astra and Opus 5.5 on “tractable” history problems, e.g. identifying a Newton source.
Prompt for your agent
Goal: Pick historical problems frontier models can actually help solve. Setup: agents used in source: Claude, Codex. Steps: 1. Check the problem: is it already identified by experts, fully digitised, suited to multilingual reasoning, code or large-dataset search, and provable or disprovable? 2. Good fits: cryptography and codebreaking; tracing texts across translations (he identified a French source Newton freely translated into Latin); linking findings scattered across niche subfields. 3. Work in collaborative groups with domain experts checking the results. Rules: ask me before anything irreversible (sending, posting, paying, deleting); don’t invent data, results or tools I haven’t given you; tell me what you couldn’t verify. Based on: Benjamin Breen — https://resobscura.substack.com/p/ai-labs-need-to-start-funding-historical (summarised from source; the source has no explicit step list)
Steps are our summary of the source (it has no explicit step list). Includes a “Based on” credit line.
I tried this
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Agents, models and tools only what the source states
Sources & credit
- Benjamin Breen Res Obscura primaryblog · 24 Sep 2026https://resobscura.substack.com/p/ai-labs-need-to-start-funding-historical
- benbreenHacker News · 24 Sep 2026https://news.ycombinator.com/item?id=49835531