Anthropic guest post details BootLoops and a 'Claude-shaped' approach to scientific research

What changed

Anthropic published a guest research post on October 1 describing Matthew Schwartz's open-source BootLoops toolkit and a 'Claude-shaped' approach to science: match current agent strengths in coding, mathematics and broad literature synthesis to problems they can handle well, rather than treating them as autonomous scientists. The post describes projects across 18 fields while noting that many results remain under expert exploration and verification. BootLoops is owned and maintained by Schwartz, not Anthropic.