AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning

Evgeny Markhasin·May 06, 2025

Summary

Persistent Workflow Prompting enhances Large Language Models for scientific manuscript review, offering a hierarchical, modular architecture. It aids in identifying methodological flaws, analyzing multimodal content, and assessing plausibility. Despite limitations, it mirrors human inquiry, showing broad applicability potential.

Advanced features