From Archive to Authentic Classroom Inquiry: Women’s History, Primary Sources, and Critical AI Literacy
In an AI-saturated learning environment, history classrooms face a new version of an old problem: whose stories get told, and whose lives are flattened, omitted, erased, or remixed into “generic” narratives. This interactive workshop equips educators with a ready-to-use approach for teaching women’s history that uses primary sources to strengthen human creativity, authentic storytelling, and purposeful civic imagination, while integrating AI intentionally as a tool to support inquiry (not to replace human voice). The workshop reinforces the idea that primary sources aren’t just evidence; they’re creative prompts and ethical anchors that help students build authentic stories as well as purposeful civic/activist responses, in a world of erasure and AI-generated sameness.
The workshop addresses the potential use of AI not as a shortcut, but as a tool for inquiry, accessibility, and reflection. Participants will work with a small set of women’s history primary sources (letters, oral history excerpts, news coverage, journalism, protest ephemera, and/or legal documents) and practice a classroom protocol that asks students to: (1) generate questions and emotional/historical “noticings,” (2) test AI-generated summaries against evidence to identify erasure and bias, (3) translate source-based insights into an original creative artifact (micro-memoir, found poem, zine panel, mini-exhibit, or audio script), and (4) connect learning to action through a low-stakes activism extension (community memory project, annotation campaign, local-history map pin, or public-facing exhibit label).
The session models low-barrier tools and includes guardrails for privacy, attribution, and responsible use. Participants leave with a complete lesson plan, student handouts, and a rubric (adaptable across disciplines and online, hybrid, or face-to-face modalities) that assesses evidence-based creativity, ethical AI literacy, and human-centered historical thinking.
Jennifer Schneider, Community College of Philadelphia, US
Jennifer Schneider, J.D., Ed.D. is an Associate Professor of Law and Paralegal Studies at the Community College of Philadelphia. In addition to coordinating the Paralegal Studies program, she teaches courses in Gender Studies and First Year Experience.