--- format: "aidr-story-markdown/v1" id: "841f8a0a3e9dfb476dd559e5f0594f563ce00cafec6075d14bdc8056a820c79e" canonical_url: "https://aidr.today/841f8a0a?lang=en" title: "Open-source \"BootLoops\" harness supports AI models in performing precise scientific calculations" lang: "en" requested_lang: "en" available_langs: ["en","vi"] translation_fallback: null fallback_fields: [] published_at: "2026-10-03T09:19:23.000Z" category: "Tools" topics: ["open-source","claude","multi-agent","harness","scientific-computing","research"] source_urls: ["https://the-decoder.com/open-source-bootloops-harness-supports-ai-models-in-performing-precise-scientific-calculations/"] summary: "Harvard physicist Matthew Schwartz used the open-source tool BootLoops and Claude to produce 36 manuscripts across 18 fields in three months, from particle physics to linguistics. But the results often only became scientifically valuable once human experts stepped in. \"Look at everything yourself,\" Schwartz says. The article Open-source \"BootLoops\" harness supports AI models in performing precise scientific calculations appeared first on The Decoder ." --- # Open\-source "BootLoops" harness supports AI models in performing precise scientific calculations > [Open the canonical story]() **Published:** 2026-10-03T09:19:23.000Z **Category:** Tools **Topics:** open\-source, claude, multi\-agent, harness, scientific\-computing, research ## Summary Harvard physicist Matthew Schwartz used the open\-source tool BootLoops and Claude to produce 36 manuscripts across 18 fields in three months, from particle physics to linguistics\. But the results often only became scientifically valuable once human experts stepped in\. "Look at everything yourself," Schwartz says\. The article Open\-source "BootLoops" harness supports AI models in performing precise scientific calculations appeared first on The Decoder \. ## Sources - [Story source]()