{"data":{"id":"0e87988a-4969-4137-9b11-1c2564d22ea1","title":"Claude-shaped science","summary":"Prof. Matthew Schwartz describes building BootLoops, an open-source harness for LLMs that targets exact quantitative calculations. He found that Claude could spot \"Claude-shaped\" problems, where a technique from one field solves a problem in another. Domain experts then helped steer the resulting connections toward questions their fields care about.","solution":"N/A -- no mitigation discussed in source.","labels":["research","industry"],"sourceUrl":"https://www.anthropic.com/research/claude-shaped-science","publishedAt":"2026-10-01T05:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["Anthropic"],"affectedVendorsRaw":["Claude","GPT","Claude Code","Claude Science","Codex","BootLoops"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-10-01T05:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":true,"classifierConfidence":0.8,"researchCategory":null,"atlasIds":null}}