AI Summary: A PhD candidate in history has developed a workflow utilizing AI to assist with archival research. The method leverages Zotero and the large language model Claude to organize images of archival documents into text-searchable PDFs with structured metadata. This approach aims to streamline the process of extracting data from large collections of images, while acknowledging that AI is not a substitute for critical analysis and close reading by historians. The workflow may facilitate more efficient data extraction and organization in archival research.
Protecting Student Cognition in the Age of AI
AI Summary: A high school English teacher expresses concern that the increasing reliance on AI tools, such as ChatGPT, may be eroding students' critical thinking skills. The teacher notes that students are struggling to analyze and think critically about literary texts, instead relying on AI to complete assignments and provide answers. Researchers have identified this phenomenon as "cognitive offloading," where individuals rely on external tools to reduce mental effort, potentially undermining the development of essential cognitive skills. A 2024 study by Microsoft Research and Carnegie Mellon University found that workers who relied heavily on generative AI reported less critical evaluation and independent reasoning at work.