Living review uses LLMs to auto-update systematic reviews monthly

The Active Matter Living Review automates the PRISMA-2020 systematic review workflow and reruns it monthly, using three open-weight LLMs to vote on screening—filtering 15,034 records down to 489 studies—so reviews stay continuously up to date.

2026-10-30 ~ 2026-10-30 · 4 related posts

• LLM panel screens 15,034 records into 489 studies with 1.00 sensitivity — maier_ak · 2026-10-30
• A living systematic review that reruns PRISMA monthly with LLMs — maier_ak · 2026-10-30
• Active Matter Living Review Automates PRISMA-2020 and Reruns Monthly — maier_ak · 2026-10-30
• Living review: LLM-panel screening hits 1.00 sensitivity, reruns monthly — maier_ak · 2026-10-30