---
format: "aidr-story-markdown/v1"
id: "0a1a9915f1bf1a4160432ba0756e385a84e124204b3a39e275581c125f174e1e"
canonical_url: "https://aidr.today/0a1a9915?lang=en"
title: "Claude-shaped science"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-10-02T10:07:15.000Z"
category: "Open Source"
topics: ["anthropic","llm","open-source"]
source_urls: ["https://www.anthropic.com/research/claude-shaped-science","https://lobste.rs/s/m7hmat/claude_shaped_science"]
summary: "Matthew Schwartz describes what happened when he stopped fighting Claude and allowed Claude to find “Claude-shaped” problems. This led him to build BootLoops, a toolkit for exact calculations in quantitative science, which he has been applying across scientific fields alongside experts."
---

# Claude\-shaped science

> [Open the canonical story](<https://aidr.today/0a1a9915?lang=en>)

**Published:** 2026-10-02T10:07:15.000Z
**Category:** Open Source
**Topics:** anthropic, llm, open\-source

## Summary

Matthew Schwartz describes what happened when he stopped fighting Claude and allowed Claude to find “Claude\-shaped” problems\. This led him to build BootLoops, a toolkit for exact calculations in quantitative science, which he has been applying across scientific fields alongside experts\.

## Sources

- [Story source](<https://www.anthropic.com/research/claude-shaped-science>)
- [Discussion](<https://lobste.rs/s/m7hmat/claude_shaped_science>)