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Claude-Shaped Science

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.

anthropic.com

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Source 1: anthropic.com

Claude-Shaped Science

Owned by anthropic.com. Added October 2, 2026 at 10:01 AM EDT.

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.

Marked as found on the page, exactly, October 3, 2026 at 11:31 PM EDT. The check history below is the evidence.

Check history

A run of checks that came out the same way is one line, with every check in it folded underneath. Any check that came out differently is its own line.

When	Check	Result	Status	Detail
October 2, 2026 at 10:01 AM EDT to October 3, 2026 at 10:45 AM EDT	Link resolves	Passed	200	2 checks over about 25 hours, the same result every time. 200, text/html, 226335 characters, landed on https://www.anthropic.com/research/claude-shaped-science The wording varied; every check is below. Every one of the 2 October 2, 2026 at 10:01 AM EDT: 200, text/html, 226335 characters, landed on https://www.anthropic.com/research/claude-shaped-science October 3, 2026 at 10:45 AM EDT: 200, text/html, 187827 characters, landed on https://www.anthropic.com/research/claude-shaped-science
October 2, 2026 at 10:01 AM EDT to October 3, 2026 at 10:45 AM EDT	Page contains the quotation	Passed	200	2 checks over about 25 hours, the same result every time. the page contains the quotation, exactly Every one of the 2 October 2, 2026 at 10:01 AM EDT: the page contains the quotation, exactly October 3, 2026 at 10:45 AM EDT: the page contains the quotation, exactly

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