sciwrite-lint: Verification Infrastructure for the Age of Science Vibe-Writing
Researchers have developed a new tool called sciwrite-lint, designed to verify citations and internal consistency in scientific papers. This system applies software engineering linting principles to academic writing, checking for reference existence, metadata accuracy, retraction status, and claim support. It operates locally on a researcher's machine, utilizing open-weights models and consumer GPUs, and can also assess internal document consistency such as numbers in text versus tables. AI
IMPACT Enhances the reliability of scientific literature by automating citation and content verification, crucial in the age of AI-assisted writing.