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cs.CY2026
Large Language Models, Machine-Assisted Cultural Analytics, and the Agentic Turn
Andres Karjus
Technologies like large language models make it easier to convert cultural material into analyzable variables, while LLM-driven agentic systems extend machine assistance to other p…
cs.CY2026
Student Evaluation of Repeated AI Feedback Across a Semester of Writing
Andres Karjus, Janika Leoste, Tiia Õun
Generative AI is increasingly used for feedback in higher education, but evidence from repeated classroom use remains limited. This short paper analyses 2988 reflective essay-feedb…