I don't know how you get here from "predict the next word." (www.grumpy-economist.com)

Yann Calvó López and Ben Golub have launched "refine," an AI tool designed to enhance academic writing, particularly in economics. A user trial demonstrated that refine provided insightful critiques that rivaled top-tier peer review feedback, identifying logical gaps, circular reasoning, and suggesting clearer communication strategies. Its analyses included specific commentary on the operationalization of fiscal narratives and offered substantive suggestions for organizing arguments, showcasing its ability to assist in refining complex academic content. This tool is significant for the AI/ML community as it illustrates a practical application of AI in academic research and writing, potentially transforming the peer review process. The tool not only improves the clarity and logical flow of academic papers but also promises to save researchers time in revising their work. While concerns about AI potentially diminishing critical reading skills exist, its capacity to highlight crucial but often overlooked details may lead to a new standard in paper quality and efficiency. As more academics incorporate such AI-driven solutions, the dynamics of research evaluation and publication could shift substantially, emphasizing the need for integration of innovative tools like refine in academic workflows.