Described in Schwartz's October 1, 2026 Anthropic guest essay, BootLoops started as a common framework for S-matrix bootstrap integrals and grew as Claude found the same quantitative pattern in other fields. Schwartz was a visiting researcher at Anthropic during the work; the essay discloses that BootLoops is his project, not Anthropic's.