Self-Updating LLM Systematic Review Reruns Monthly

A living systematic review on robotic active matter uses three open-source LLMs to automatically rerun PRISMA searches and screening monthly, achieving sensitivity of 1.00 and specificity of 0.98, with its protocol registered on OSF and code MIT-licensed.

2026-11-04 ~ 2026-11-04 · 4 related posts

• A systematic review that keeps itself up to date, powered by LLMs — maier_ak · 2026-11-04
• A PRISMA living systematic review that reruns monthly, with frozen protocol and open code — maier_ak · 2026-11-04
• 3 open-weight LLMs auto-screen 15,034 records: sensitivity 1.00, specificity 0.98 — maier_ak · 2026-11-04
• Living review protocol registered on OSF, MIT-licensed code, PRs welcome — maier_ak · 2026-11-04