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Engineer uses AI agent pipeline to search Dutch East India Company archives

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Jesse Waites used Claude Code and a tiered pipeline of AI models to search 4.35 million Dutch East India Company archive pages.

A cheap filter model called Jev screened passages, then Claude Haiku read the candidates and checked them against original scans. Waites says the search surfaced a meteorite fall in Maharashtra from 1812, three rhinos sent to Sri Lanka, and three unrecorded eruptions. These findings await specialist review.

Written by AI from the articles below · updated Oct 10, 8:04 AM ET

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Oct 9
  1. Hacker News · AI (150+ points)Blog
    Engineer uses AI agents to find a forgotten meteorite and lost rhinos in archives

    AIJesse Waites used Claude Code and a tiered pipeline of AI models to search 4.35 million Dutch East India Company archive pages. A cheap filter model, Jev, screened passages before Claude Haiku read the candidates and checked them against original scans. The search surfaced a meteorite fall in Maharashtra from 1812, three rhinos sent to Sri Lanka, and three unrecorded eruptions, all pending specialist review.

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