From Black Box to Trusted Tool: AI Automation for Systematic Reviews

Dev.to AI
Generative AI AI Research

You've trained an AI model to screen articles or extract data. The initial results look promising, but a nagging doubt remains: can you really trust it for your research? The leap from to defensible methodology is where quality control becomes non-negotiable. The Core Principle: Validation is a Multi-Layer Process Trust is built through systematic validation, not hope. Moving from a single accuracy score to a structured, multi-layered framework ensures your AI's output is research-ready.